{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "separated-apollo",
   "metadata": {
    "tags": []
   },
   "source": [
    "# The Daring Landscape of Probability Distribution Functions\n",
    "\n",
    "Once you start venturing past the safe havens of the normal distribution, things can start looking scary quickly.\n",
    "To try to grant you safe passage, this post will provide a coarse map of the distribution landscape which can be obtained from [Wikipedia](https://en.wikipedia.org/wiki/List_of_probability_distributions).\n",
    "\n",
    "It will attempt to do so by creating a network of probabilistic distributions where each node corresponds to such a distribution and an edge is drawn\n",
    "from one node to another if they are \"related\".\n",
    "As a heuristic for determining whether distribution $D_1$ is related to $D_2$ we take the binary observation whether $D_2$ is mentioned in the summary of $D_1$ on Wikipedia."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "hearing-scotland",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import re\n",
    "\n",
    "import pandas as pd\n",
    "\n",
    "import requests\n",
    "import wikipediaapi\n",
    "from bs4 import BeautifulSoup\n",
    "\n",
    "import graphviz\n",
    "import networkx as nx\n",
    "\n",
    "import seaborn as sns\n",
    "\n",
    "from tqdm.auto import tqdm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "conservative-fortune",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "DISTRIBUTION_BLACKLIST = [\n",
    "    'probability distribution',\n",
    "    'continuous probability distribution',\n",
    "    'discrete probability distribution',\n",
    "]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "extra-anime",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Obtaining distribution associations from Wikipedia\n",
    "\n",
    "To create the distribution map, we first obtain the [list of all \"known\" probability distributions](https://en.wikipedia.org/wiki/List_of_probability_distributions) from Wikipedia.\n",
    "Subsequently, we link distributions if they mention each other in their respective article summaries.\n",
    "\n",
    "The `wikipedia-api` Python package sadly does not allow to extract hyperlinks from the summary of an article only.\n",
    "This leads to many false positives as very often a whole bunch of not quite directly related distributions are mentioned in the appendix of an article.\n",
    "In particular, the `link` property of a `page` object returns links from the whole page, and the `summary` property strips away the metainformation of what is a link and what is not.\n",
    "<!--Additionally, this gives us the flexibility to apply more complex exclusion patterns such as, for example, excluding entries which end with the suffix \"family\" even if it is not contained in the link title.-->\n",
    "\n",
    "So we have to write our own custom crawler instead."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "severe-freeware",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "wiki = wikipediaapi.Wikipedia('en', extract_format=wikipediaapi.ExtractFormat.HTML)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "innocent-tribute",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def get_related_distributions(distribution_name, verbose=False):\n",
    "    if verbose:\n",
    "        print(f'=== {distribution_name} ===')\n",
    "\n",
    "    # retrieve page source\n",
    "    page = wiki.page(distribution_name)\n",
    "    if not page.exists():\n",
    "        return []\n",
    "\n",
    "    resp = requests.get(page.fullurl)\n",
    "    soup = BeautifulSoup(resp.text, 'html.parser')\n",
    "\n",
    "    # find main content\n",
    "    res = soup.find_all('div', attrs={'class': 'mw-parser-output'})\n",
    "    assert len(res) == 1\n",
    "    main_content = res[0]\n",
    "\n",
    "    # extract links in summary\n",
    "    link_set = set()\n",
    "    have_observed_table = False\n",
    "    for child in main_content.children:\n",
    "        if verbose:\n",
    "            print(child)\n",
    "            print('-' * 80)\n",
    "\n",
    "        if child.name == 'table':\n",
    "            # this makes sure we don't break immediately if the first child is a div (e.g. containing \"For other uses, see [...]\")\n",
    "            have_observed_table = True\n",
    "        if child.name == 'p':\n",
    "            tmp = [\n",
    "                link.attrs['title'].lower()\n",
    "                for link in child.find_all('a')\n",
    "                if 'title' in link.attrs\n",
    "                and link.attrs['title'].lower().endswith('distribution')\n",
    "            ]\n",
    "            link_set.update(tmp)\n",
    "        if child.name == 'div' and have_observed_table:\n",
    "            break\n",
    "\n",
    "    return sorted(link_set)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "common-thumb",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# at a later point we might be interested in obtaining detailed information about each distribution\n",
    "# unfortunately, many math notation blocks are images and not text...\n",
    "\n",
    "# table_list = pd.read_html(wiki.page('Bernoulli distribution').fullurl, match='Parameters')\n",
    "# assert len(table_list) == 1\n",
    "\n",
    "# df_overview = table_list[0]\n",
    "# df_overview"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "catholic-scope",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5e6934c7b858464aba6167901d55166e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/561 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# obtain list of all distributions\n",
    "page = wiki.page('List of probability distributions')\n",
    "all_distribution_links = page.links\n",
    "\n",
    "# extract distribution mentions\n",
    "distribution_linkages = {}\n",
    "for title in tqdm(all_distribution_links):\n",
    "    if not title.endswith('distribution'):\n",
    "        continue\n",
    "\n",
    "    related_distributions = get_related_distributions(title)\n",
    "    distribution_linkages[title.lower()] = related_distributions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "professional-peoples",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['bernoulli distribution',\n",
       " 'beta prime distribution',\n",
       " 'binomial distribution',\n",
       " 'conjugate prior distribution',\n",
       " 'dirichlet distribution',\n",
       " 'geometric distribution',\n",
       " 'negative binomial distribution',\n",
       " 'probability distribution']"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# briefly check data\n",
    "distribution_linkages['beta distribution']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ignored-concentrate",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Investigating the distribution network\n",
    "\n",
    "As a proxy for the global importance of a distribution we are going to use its relatedness to other distributions.\n",
    "The more other distributions it is related to, the more important we assume it is.\n",
    "\n",
    "In graph theoretical terms this means that a higher node degree indicates higher importance, and we deem hubs as particularly important."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "apart-oxygen",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: DistributionLandscape\n",
      "Type: DiGraph\n",
      "Number of nodes: 233\n",
      "Number of edges: 460\n",
      "Average in degree:   1.9742\n",
      "Average out degree:   1.9742\n"
     ]
    }
   ],
   "source": [
    "nx_graph = nx.DiGraph(\n",
    "    [\n",
    "        (source, target)\n",
    "        for source, target_list in distribution_linkages.items()\n",
    "        for target in target_list\n",
    "        if source not in DISTRIBUTION_BLACKLIST and target not in DISTRIBUTION_BLACKLIST\n",
    "    ],\n",
    "    name='DistributionLandscape',\n",
    ")\n",
    "print(nx.info(nx_graph))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "israeli-insurance",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>node</th>\n",
       "      <th>degree</th>\n",
       "      <th>in_degree</th>\n",
       "      <th>out_degree</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>normal distribution</td>\n",
       "      <td>53</td>\n",
       "      <td>49</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>exponential distribution</td>\n",
       "      <td>22</td>\n",
       "      <td>17</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>beta distribution</td>\n",
       "      <td>22</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>gamma distribution</td>\n",
       "      <td>20</td>\n",
       "      <td>16</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>pearson distribution</td>\n",
       "      <td>19</td>\n",
       "      <td>4</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                       node  degree  in_degree  out_degree\n",
       "0       normal distribution      53         49           4\n",
       "1  exponential distribution      22         17           5\n",
       "2         beta distribution      22         15           7\n",
       "3        gamma distribution      20         16           4\n",
       "4      pearson distribution      19          4          15"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_degree = (\n",
    "    pd.concat(\n",
    "        [\n",
    "            pd.DataFrame(nx_graph.degree, columns=['node', 'degree']).set_index('node'),\n",
    "            pd.DataFrame(nx_graph.in_degree, columns=['node', 'in_degree']).set_index(\n",
    "                'node'\n",
    "            ),\n",
    "            pd.DataFrame(nx_graph.out_degree, columns=['node', 'out_degree']).set_index(\n",
    "                'node'\n",
    "            ),\n",
    "        ],\n",
    "        axis=1,\n",
    "    )\n",
    "    .sort_values('degree', ascending=False)\n",
    "    .reset_index()\n",
    ")\n",
    "\n",
    "df_degree = df_degree[~df_degree['node'].isin(DISTRIBUTION_BLACKLIST)]\n",
    "\n",
    "df_degree.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "coordinate-technician",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Text(0.5, 0, 'Node degree')]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = sns.histplot(data=df_degree, x='degree')\n",
    "ax.set(xlabel='Node degree')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "middle-convertible",
   "metadata": {
    "tags": []
   },
   "source": [
    "We can observe that most distributions are related to less than $10$ other distributions and that there is one especially strong hub.\n",
    "This hub is the good old normal distribution.\n",
    "\n",
    "It is furthermore interesting to differentiate between high in- and high out-degrees, corresponding to distributions which are mentioned by many other and distributions which themselves mention many other distributions respectively."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "biblical-noise",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>node</th>\n",
       "      <th>degree</th>\n",
       "      <th>in_degree</th>\n",
       "      <th>out_degree</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>normal distribution</td>\n",
       "      <td>53</td>\n",
       "      <td>49</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>exponential distribution</td>\n",
       "      <td>22</td>\n",
       "      <td>17</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>gamma distribution</td>\n",
       "      <td>20</td>\n",
       "      <td>16</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>beta distribution</td>\n",
       "      <td>22</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>multivariate normal distribution</td>\n",
       "      <td>15</td>\n",
       "      <td>14</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               node  degree  in_degree  out_degree\n",
       "0               normal distribution      53         49           4\n",
       "1          exponential distribution      22         17           5\n",
       "3                gamma distribution      20         16           4\n",
       "2                 beta distribution      22         15           7\n",
       "6  multivariate normal distribution      15         14           1"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# distributions which are mentioned by many others\n",
    "df_degree.sort_values('in_degree', ascending=False).head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "genetic-easter",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>node</th>\n",
       "      <th>degree</th>\n",
       "      <th>in_degree</th>\n",
       "      <th>out_degree</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>generalized normal distribution</td>\n",
       "      <td>16</td>\n",
       "      <td>0</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>pearson distribution</td>\n",
       "      <td>19</td>\n",
       "      <td>4</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>metalog distribution</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>compound poisson distribution</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>beta-binomial distribution</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               node  degree  in_degree  out_degree\n",
       "5   generalized normal distribution      16          0          16\n",
       "4              pearson distribution      19          4          15\n",
       "7              metalog distribution      14          2          12\n",
       "11    compound poisson distribution      12          2          10\n",
       "17       beta-binomial distribution       9          1           8"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# distributions which mention many others\n",
    "df_degree.sort_values('out_degree', ascending=False).head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "indie-breeding",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Plotting the distribution network\n",
    "\n",
    "As the whole distribution network is quite large ($233$ nodes and $460$ edges) we will look at various subsets of it.\n",
    "You can see the whole network at the end of the post."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "quiet-console",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def plot_network(node_selection, **graph_attr):\n",
    "    graph = graphviz.Digraph(\n",
    "        engine='dot', graph_attr=dict(ratio=str(9 / 16), **graph_attr)\n",
    "    )\n",
    "\n",
    "    # do not forget possibly isolated nodes\n",
    "    for node in node_selection:\n",
    "        graph.node(node)\n",
    "\n",
    "    # add edges\n",
    "    for source, target_list in distribution_linkages.items():\n",
    "        if source not in node_selection:\n",
    "            continue\n",
    "\n",
    "        for target in target_list:\n",
    "            if target not in node_selection:\n",
    "                continue\n",
    "\n",
    "            graph.edge(source, target)\n",
    "\n",
    "    return graph"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "manufactured-williams",
   "metadata": {
    "tags": []
   },
   "source": [
    "Including only nodes with degrees higher than $10$ yields a clear view of the most common distributions and how they relate to each other."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "annoying-tokyo",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
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       "<!-- Generated by graphviz version 2.44.1 (20200629.0846)\n",
       " -->\n",
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       "<title>cauchy distribution</title>\n",
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       "<!-- normal distribution&#45;&gt;cauchy distribution -->\n",
       "<g id=\"edge21\" class=\"edge\">\n",
       "<title>normal distribution&#45;&gt;cauchy distribution</title>\n",
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       "<title>exponential distribution</title>\n",
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       "<!-- exponential distribution&#45;&gt;normal distribution -->\n",
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       "<title>exponential distribution&#45;&gt;normal distribution</title>\n",
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       "<title>exponential distribution&#45;&gt;gamma distribution</title>\n",
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       "<title>exponential distribution&#45;&gt;poisson distribution</title>\n",
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       "<!-- beta distribution -->\n",
       "<g id=\"node3\" class=\"node\">\n",
       "<title>beta distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"87.25\" cy=\"-286\" rx=\"68.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"87.25\" y=\"-282.3\" font-family=\"Times,serif\" font-size=\"14.00\">beta distribution</text>\n",
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       "<!-- gamma distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge8\" class=\"edge\">\n",
       "<title>gamma distribution&#45;&gt;exponential distribution</title>\n",
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       "<title>pearson distribution</title>\n",
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       "<!-- pearson distribution&#45;&gt;normal distribution -->\n",
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       "<title>pearson distribution&#45;&gt;normal distribution</title>\n",
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       "<g id=\"edge22\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;beta distribution</title>\n",
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       "<title>pearson distribution&#45;&gt;gamma distribution</title>\n",
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       "<title>metalog distribution</title>\n",
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       "<!-- pearson distribution&#45;&gt;metalog distribution -->\n",
       "<g id=\"edge25\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;metalog distribution</title>\n",
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       "<title>pearson distribution&#45;&gt;cauchy distribution</title>\n",
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       "<title>generalized normal distribution</title>\n",
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       "<title>generalized normal distribution&#45;&gt;normal distribution</title>\n",
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       "<title>generalized normal distribution&#45;&gt;gamma distribution</title>\n",
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       "<g id=\"node7\" class=\"node\">\n",
       "<title>multivariate normal distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"335.25\" y=\"-194.3\" font-family=\"Times,serif\" font-size=\"14.00\">multivariate normal distribution</text>\n",
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       "<!-- generalized normal distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge11\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<title>weibull distribution</title>\n",
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       "<!-- generalized normal distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge13\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;weibull distribution</title>\n",
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       "<title>laplace distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"544.25\" y=\"-282.3\" font-family=\"Times,serif\" font-size=\"14.00\">laplace distribution</text>\n",
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       "<title>generalized normal distribution&#45;&gt;laplace distribution</title>\n",
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       "<g id=\"edge20\" class=\"edge\">\n",
       "<title>multivariate normal distribution&#45;&gt;normal distribution</title>\n",
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       "<g id=\"edge17\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;normal distribution</title>\n",
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       "<g id=\"edge15\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;beta distribution</title>\n",
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       "<title>metalog distribution&#45;&gt;pearson distribution</title>\n",
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       "<title>cauchy distribution&#45;&gt;normal distribution</title>\n",
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       "<title>compound poisson distribution</title>\n",
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       "<title>compound poisson distribution&#45;&gt;exponential distribution</title>\n",
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       "<title>compound poisson distribution&#45;&gt;gamma distribution</title>\n",
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       "<title>compound poisson distribution&#45;&gt;poisson distribution</title>\n",
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       "<g id=\"edge14\" class=\"edge\">\n",
       "<title>laplace distribution&#45;&gt;exponential distribution</title>\n",
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     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "node_selection = df_degree.loc[df_degree['degree'] > 10, 'node'].tolist()\n",
    "plot_network(node_selection, size='10')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "handy-lingerie",
   "metadata": {
    "tags": []
   },
   "source": [
    "Lowering the degree threshold to $5$ reveals the more complicated nature of the distribution landscape."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "going-level",
   "metadata": {
    "tags": []
   },
   "outputs": [
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       "<!-- normal distribution&#45;&gt;student&#39;s t&#45;distribution -->\n",
       "<g id=\"edge79\" class=\"edge\">\n",
       "<title>normal distribution&#45;&gt;student&#39;s t&#45;distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1630.09,-762.26C1673.24,-720.61 1795.58,-612.22 1853.25,-564.33\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1855.79,-566.78 1861.28,-557.72 1851.34,-561.38 1855.79,-566.78\"/>\n",
       "</g>\n",
       "<!-- logistic distribution -->\n",
       "<g id=\"node24\" class=\"node\">\n",
       "<title>logistic distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1483.84\" cy=\"-540\" rx=\"79.09\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1483.84\" y=\"-536.3\" font-family=\"Times,serif\" font-size=\"14.00\">logistic distribution</text>\n",
       "</g>\n",
       "<!-- normal distribution&#45;&gt;logistic distribution -->\n",
       "<g id=\"edge78\" class=\"edge\">\n",
       "<title>normal distribution&#45;&gt;logistic distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1601.71,-761.88C1575.3,-720.8 1517.59,-616.39 1493.88,-567.28\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1496.92,-565.51 1489.49,-557.96 1490.58,-568.5 1496.92,-565.51\"/>\n",
       "</g>\n",
       "<!-- exponential distribution -->\n",
       "<g id=\"node2\" class=\"node\">\n",
       "<title>exponential distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"558.84\" cy=\"-1020\" rx=\"94.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"558.84\" y=\"-1016.3\" font-family=\"Times,serif\" font-size=\"14.00\">exponential distribution</text>\n",
       "</g>\n",
       "<!-- exponential distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge37\" class=\"edge\">\n",
       "<title>exponential distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M617.5,-1005.78C800.57,-964.52 1360.49,-838.32 1550.77,-795.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1551.64,-798.83 1560.63,-793.22 1550.1,-792 1551.64,-798.83\"/>\n",
       "</g>\n",
       "<!-- gamma distribution -->\n",
       "<g id=\"node4\" class=\"node\">\n",
       "<title>gamma distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"904.84\" cy=\"-1260\" rx=\"80.69\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"904.84\" y=\"-1256.3\" font-family=\"Times,serif\" font-size=\"14.00\">gamma distribution</text>\n",
       "</g>\n",
       "<!-- exponential distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge35\" class=\"edge\">\n",
       "<title>exponential distribution&#45;&gt;gamma distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M586.37,-1037.44C650.89,-1079.09 810.59,-1188.82 876.18,-1236.43\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"874.29,-1239.38 884.43,-1242.45 878.42,-1233.73 874.29,-1239.38\"/>\n",
       "</g>\n",
       "<!-- poisson distribution -->\n",
       "<g id=\"node11\" class=\"node\">\n",
       "<title>poisson distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"339.84\" cy=\"-540\" rx=\"80.69\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"339.84\" y=\"-536.3\" font-family=\"Times,serif\" font-size=\"14.00\">poisson distribution</text>\n",
       "</g>\n",
       "<!-- exponential distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge38\" class=\"edge\">\n",
       "<title>exponential distribution&#45;&gt;poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M542.4,-1002C509.46,-966.93 435.22,-882.71 396.84,-798 361.16,-719.24 347.08,-616.53 342.17,-568.28\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"345.65,-567.92 341.2,-558.3 338.68,-568.59 345.65,-567.92\"/>\n",
       "</g>\n",
       "<!-- binomial distribution -->\n",
       "<g id=\"node17\" class=\"node\">\n",
       "<title>binomial distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2765.84\" cy=\"-60\" rx=\"85.29\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2765.84\" y=\"-56.3\" font-family=\"Times,serif\" font-size=\"14.00\">binomial distribution</text>\n",
       "</g>\n",
       "<!-- exponential distribution&#45;&gt;binomial distribution -->\n",
       "<g id=\"edge34\" class=\"edge\">\n",
       "<title>exponential distribution&#45;&gt;binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M559.01,-1001.81C560.34,-957.05 569.71,-835.31 630.84,-762 942.46,-388.29 1153.22,-435.88 1614.84,-282 2001.23,-153.19 2487.08,-90.7 2680.61,-69.57\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2681.16,-73.03 2690.72,-68.48 2680.4,-66.07 2681.16,-73.03\"/>\n",
       "</g>\n",
       "<!-- geometric distribution -->\n",
       "<g id=\"node27\" class=\"node\">\n",
       "<title>geometric distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"494.84\" cy=\"-780\" rx=\"89.08\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"494.84\" y=\"-776.3\" font-family=\"Times,serif\" font-size=\"14.00\">geometric distribution</text>\n",
       "</g>\n",
       "<!-- exponential distribution&#45;&gt;geometric distribution -->\n",
       "<g id=\"edge36\" class=\"edge\">\n",
       "<title>exponential distribution&#45;&gt;geometric distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M554.24,-1001.88C543.24,-960.99 515.36,-857.33 502.09,-807.95\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"505.46,-807.03 499.49,-798.28 498.7,-808.85 505.46,-807.03\"/>\n",
       "</g>\n",
       "<!-- beta distribution -->\n",
       "<g id=\"node3\" class=\"node\">\n",
       "<title>beta distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2556.84\" cy=\"-1020\" rx=\"68.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2556.84\" y=\"-1016.3\" font-family=\"Times,serif\" font-size=\"14.00\">beta distribution</text>\n",
       "</g>\n",
       "<!-- dirichlet distribution -->\n",
       "<g id=\"node15\" class=\"node\">\n",
       "<title>dirichlet distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2839.84\" cy=\"-780\" rx=\"83.39\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2839.84\" y=\"-776.3\" font-family=\"Times,serif\" font-size=\"14.00\">dirichlet distribution</text>\n",
       "</g>\n",
       "<!-- beta distribution&#45;&gt;dirichlet distribution -->\n",
       "<g id=\"edge13\" class=\"edge\">\n",
       "<title>beta distribution&#45;&gt;dirichlet distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2573.07,-1002.26C2618.88,-960.43 2748.54,-851.25 2808.69,-803.69\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2811,-806.33 2816.7,-797.4 2806.67,-800.82 2811,-806.33\"/>\n",
       "</g>\n",
       "<!-- beta distribution&#45;&gt;binomial distribution -->\n",
       "<g id=\"edge12\" class=\"edge\">\n",
       "<title>beta distribution&#45;&gt;binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2552.45,-1001.81C2532.11,-918.57 2452.31,-550.49 2558.84,-282 2594.14,-193.03 2683.93,-118.83 2732.85,-83.39\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2735.09,-86.09 2741.2,-77.43 2731.03,-80.39 2735.09,-86.09\"/>\n",
       "</g>\n",
       "<!-- negative binomial distribution -->\n",
       "<g id=\"node21\" class=\"node\">\n",
       "<title>negative binomial distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2314.84\" cy=\"-780\" rx=\"117.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2314.84\" y=\"-776.3\" font-family=\"Times,serif\" font-size=\"14.00\">negative binomial distribution</text>\n",
       "</g>\n",
       "<!-- beta distribution&#45;&gt;negative binomial distribution -->\n",
       "<g id=\"edge15\" class=\"edge\">\n",
       "<title>beta distribution&#45;&gt;negative binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2539.82,-1002.26C2497.75,-960.88 2388.69,-853.63 2339.52,-805.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2341.74,-802.55 2332.16,-798.04 2336.84,-807.54 2341.74,-802.55\"/>\n",
       "</g>\n",
       "<!-- beta distribution&#45;&gt;geometric distribution -->\n",
       "<g id=\"edge14\" class=\"edge\">\n",
       "<title>beta distribution&#45;&gt;geometric distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2495.28,-1012.17C2255.95,-985.55 1364.36,-885.93 630.84,-798 613.85,-795.96 595.68,-793.73 578.33,-791.57\"/>\n",
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       "</g>\n",
       "<!-- bernoulli distribution -->\n",
       "<g id=\"node29\" class=\"node\">\n",
       "<title>bernoulli distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2652.84\" cy=\"-300\" rx=\"85.29\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2652.84\" y=\"-296.3\" font-family=\"Times,serif\" font-size=\"14.00\">bernoulli distribution</text>\n",
       "</g>\n",
       "<!-- beta distribution&#45;&gt;bernoulli distribution -->\n",
       "<g id=\"edge11\" class=\"edge\">\n",
       "<title>beta distribution&#45;&gt;bernoulli distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2559.12,-1001.96C2571.78,-907.23 2633.52,-445.5 2649.21,-328.16\"/>\n",
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       "</g>\n",
       "<!-- gamma distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge39\" class=\"edge\">\n",
       "<title>gamma distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M878,-1243.01C814.12,-1201.82 654.15,-1091.92 588,-1043.94\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"589.82,-1040.93 579.68,-1037.86 585.69,-1046.59 589.82,-1040.93\"/>\n",
       "</g>\n",
       "<!-- pearson distribution -->\n",
       "<g id=\"node5\" class=\"node\">\n",
       "<title>pearson distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2221.84\" cy=\"-1739\" rx=\"81.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2221.84\" y=\"-1735.3\" font-family=\"Times,serif\" font-size=\"14.00\">pearson distribution</text>\n",
       "</g>\n",
       "<!-- pearson distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge88\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2234.96,-1721.17C2283.37,-1656.92 2445.11,-1421.66 2365.84,-1242 2240.14,-957.12 1839.61,-833.83 1680.71,-795.26\"/>\n",
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       "</g>\n",
       "<!-- pearson distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge81\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;beta distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2250.73,-1722.16C2304.68,-1690.93 2420.21,-1615.83 2474.84,-1518 2564.22,-1357.93 2562.2,-1126.73 2558.54,-1048.25\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2562.03,-1048.01 2558.02,-1038.21 2555.04,-1048.38 2562.03,-1048.01\"/>\n",
       "</g>\n",
       "<!-- pearson distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge84\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;gamma distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2142.31,-1735.11C1964.71,-1725.7 1526.48,-1685.85 1208.84,-1518 1188.27,-1507.13 1188.24,-1497.44 1170.84,-1482 1086.57,-1407.22 982.93,-1323.33 933.58,-1283.86\"/>\n",
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       "</g>\n",
       "<!-- metalog distribution -->\n",
       "<g id=\"node8\" class=\"node\">\n",
       "<title>metalog distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2079.84\" cy=\"-1500\" rx=\"82.59\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2079.84\" y=\"-1496.3\" font-family=\"Times,serif\" font-size=\"14.00\">metalog distribution</text>\n",
       "</g>\n",
       "<!-- pearson distribution&#45;&gt;metalog distribution -->\n",
       "<g id=\"edge87\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;metalog distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2207.92,-1720.96C2179.62,-1680.06 2117.11,-1576.15 2091.12,-1527.22\"/>\n",
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       "</g>\n",
       "<!-- pearson distribution&#45;&gt;cauchy distribution -->\n",
       "<g id=\"edge82\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;cauchy distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2237.99,-1721.25C2270.18,-1686.64 2341.71,-1603.35 2370.84,-1518 2410.51,-1401.74 2426.35,-1357.97 2385.84,-1242 2264.72,-895.31 1860.48,-635.83 1735.19,-562.18\"/>\n",
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       "</g>\n",
       "<!-- pearson distribution&#45;&gt;student&#39;s t&#45;distribution -->\n",
       "<g id=\"edge90\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;student&#39;s t&#45;distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2246.63,-1721.58C2293.33,-1689.08 2393.54,-1611.54 2436.84,-1518 2485.03,-1413.89 2460.84,-1375.72 2460.84,-1261 2460.84,-1261 2460.84,-1261 2460.84,-1019 2460.84,-904.47 2509.66,-854.29 2441.84,-762 2331.68,-612.09 2103.76,-563.79 1975.93,-548.28\"/>\n",
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       "</g>\n",
       "<!-- chi&#45;squared distribution -->\n",
       "<g id=\"node26\" class=\"node\">\n",
       "<title>chi&#45;squared distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1066.84\" cy=\"-1500\" rx=\"94.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1066.84\" y=\"-1496.3\" font-family=\"Times,serif\" font-size=\"14.00\">chi&#45;squared distribution</text>\n",
       "</g>\n",
       "<!-- pearson distribution&#45;&gt;chi&#45;squared distribution -->\n",
       "<g id=\"edge83\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;chi&#45;squared distribution</title>\n",
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       "<!-- pearson distribution&#45;&gt;bernoulli distribution -->\n",
       "<g id=\"edge80\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;bernoulli distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2253.88,-1722.45C2353.77,-1671.48 2652.84,-1499.01 2652.84,-1261 2652.84,-1261 2652.84,-1261 2652.84,-779 2652.84,-607.71 2652.84,-401.9 2652.84,-328.58\"/>\n",
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       "</g>\n",
       "<!-- quantile&#45;parameterized distribution -->\n",
       "<g id=\"node32\" class=\"node\">\n",
       "<title>quantile&#45;parameterized distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2221.84\" cy=\"-1260\" rx=\"135.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2221.84\" y=\"-1256.3\" font-family=\"Times,serif\" font-size=\"14.00\">quantile&#45;parameterized distribution</text>\n",
       "</g>\n",
       "<!-- pearson distribution&#45;&gt;quantile&#45;parameterized distribution -->\n",
       "<g id=\"edge89\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;quantile&#45;parameterized distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2219.11,-1720.74C2213.97,-1649.3 2213.76,-1376.4 2218.48,-1288.47\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2221.98,-1288.43 2219.11,-1278.24 2215,-1288 2221.98,-1288.43\"/>\n",
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       "<!-- hypergeometric distribution -->\n",
       "<g id=\"node37\" class=\"node\">\n",
       "<title>hypergeometric distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3125.84\" cy=\"-300\" rx=\"109.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3125.84\" y=\"-296.3\" font-family=\"Times,serif\" font-size=\"14.00\">hypergeometric distribution</text>\n",
       "</g>\n",
       "<!-- pearson distribution&#45;&gt;hypergeometric distribution -->\n",
       "<g id=\"edge85\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;hypergeometric distribution</title>\n",
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       "</g>\n",
       "<!-- inverse&#45;gamma distribution -->\n",
       "<g id=\"node40\" class=\"node\">\n",
       "<title>inverse&#45;gamma distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1738.84\" cy=\"-1500\" rx=\"108.58\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1738.84\" y=\"-1496.3\" font-family=\"Times,serif\" font-size=\"14.00\">inverse&#45;gamma distribution</text>\n",
       "</g>\n",
       "<!-- pearson distribution&#45;&gt;inverse&#45;gamma distribution -->\n",
       "<g id=\"edge86\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;inverse&#45;gamma distribution</title>\n",
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       "<!-- generalized normal distribution -->\n",
       "<g id=\"node6\" class=\"node\">\n",
       "<title>generalized normal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"793.84\" cy=\"-1500\" rx=\"122.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"793.84\" y=\"-1496.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalized normal distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge44\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- generalized normal distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge40\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- multivariate normal distribution -->\n",
       "<g id=\"node7\" class=\"node\">\n",
       "<title>multivariate normal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1303.84\" cy=\"-1020\" rx=\"124.28\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1303.84\" y=\"-1016.3\" font-family=\"Times,serif\" font-size=\"14.00\">multivariate normal distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge43\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;multivariate normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M786.7,-1481.88C769.57,-1437.8 731.14,-1318.52 781.84,-1242 873.39,-1103.81 1070.45,-1051.8 1194.54,-1032.38\"/>\n",
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       "<!-- weibull distribution -->\n",
       "<g id=\"node10\" class=\"node\">\n",
       "<title>weibull distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"719.84\" cy=\"-780\" rx=\"79.89\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"719.84\" y=\"-776.3\" font-family=\"Times,serif\" font-size=\"14.00\">weibull distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge45\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;weibull distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M784.41,-1481.93C765.01,-1445.7 721.16,-1357.9 705.84,-1278 672.06,-1101.86 702.34,-884.24 714.94,-808.51\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"718.44,-808.83 716.66,-798.39 711.53,-807.66 718.44,-808.83\"/>\n",
       "</g>\n",
       "<!-- laplace distribution -->\n",
       "<g id=\"node13\" class=\"node\">\n",
       "<title>laplace distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"454.84\" cy=\"-1260\" rx=\"78.79\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"454.84\" y=\"-1256.3\" font-family=\"Times,serif\" font-size=\"14.00\">laplace distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge41\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;laplace distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M770,-1482.26C710.29,-1440.34 554.26,-1330.8 486.74,-1283.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"488.4,-1280.28 478.2,-1277.4 484.37,-1286.01 488.4,-1280.28\"/>\n",
       "</g>\n",
       "<!-- log&#45;normal distribution -->\n",
       "<g id=\"node31\" class=\"node\">\n",
       "<title>log&#45;normal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1898.84\" cy=\"-1020\" rx=\"92.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1898.84\" y=\"-1016.3\" font-family=\"Times,serif\" font-size=\"14.00\">log&#45;normal distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;log&#45;normal distribution -->\n",
       "<g id=\"edge42\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;log&#45;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M789.09,-1481.98C777.57,-1436.57 753.35,-1311.32 814.84,-1242 881.9,-1166.39 1571.44,-1065.72 1814.56,-1032.31\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1815.32,-1035.74 1824.75,-1030.91 1814.37,-1028.8 1815.32,-1035.74\"/>\n",
       "</g>\n",
       "<!-- multivariate normal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge75\" class=\"edge\">\n",
       "<title>multivariate normal distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1325.71,-1002.26C1380.38,-960.43 1523.05,-851.25 1585.19,-803.69\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1587.59,-806.26 1593.41,-797.4 1583.34,-800.7 1587.59,-806.26\"/>\n",
       "</g>\n",
       "<!-- metalog distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge66\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2079.08,-1481.94C2075.3,-1404.08 2056.56,-1082.71 2000.84,-1002 1921.32,-886.81 1760.89,-823.94 1673.99,-797.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1674.87,-793.66 1664.28,-794.11 1672.83,-800.36 1674.87,-793.66\"/>\n",
       "</g>\n",
       "<!-- metalog distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge62\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;beta distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2105.41,-1482.74C2157.81,-1448.69 2279.69,-1365.78 2365.84,-1278 2440.83,-1201.59 2511.09,-1094.7 2541.29,-1046.43\"/>\n",
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       "</g>\n",
       "<!-- metalog distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge63\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;gamma distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2021.57,-1487.2C1824.41,-1447.26 1182.89,-1317.32 972.41,-1274.69\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"972.91,-1271.22 962.42,-1272.66 971.52,-1278.08 972.91,-1271.22\"/>\n",
       "</g>\n",
       "<!-- metalog distribution&#45;&gt;pearson distribution -->\n",
       "<g id=\"edge67\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;pearson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2093.65,-1517.89C2121.94,-1558.73 2184.68,-1663.04 2210.65,-1711.95\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2207.61,-1713.7 2215.33,-1720.96 2213.82,-1710.47 2207.61,-1713.7\"/>\n",
       "</g>\n",
       "<!-- metalog distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge69\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;weibull distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2012.06,-1489.61C1808.67,-1460.69 1206.91,-1369.33 1032.84,-1278 1012.24,-1267.19 1012.4,-1257.26 994.84,-1242 885.04,-1146.55 806.78,-1166.65 738.84,-1038 699.12,-962.78 707.92,-857.54 715.07,-808.36\"/>\n",
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       "</g>\n",
       "<!-- metalog distribution&#45;&gt;logistic distribution -->\n",
       "<g id=\"edge65\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;logistic distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2057.37,-1482.65C1955.19,-1408.11 1537.88,-1101.32 1503.84,-1038 1418.11,-878.55 1459.38,-646.96 1477.13,-568.31\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1480.62,-568.78 1479.47,-558.25 1473.8,-567.2 1480.62,-568.78\"/>\n",
       "</g>\n",
       "<!-- metalog distribution&#45;&gt;log&#45;normal distribution -->\n",
       "<g id=\"edge64\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;log&#45;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2075.54,-1481.88C2064.89,-1440.21 2035.66,-1330.41 2001.84,-1242 1974.18,-1169.71 1933.49,-1087.95 1912.49,-1047.12\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1915.54,-1045.39 1907.84,-1038.11 1909.32,-1048.61 1915.54,-1045.39\"/>\n",
       "</g>\n",
       "<!-- metalog distribution&#45;&gt;quantile&#45;parameterized distribution -->\n",
       "<g id=\"edge68\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;quantile&#45;parameterized distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2086.35,-1481.88C2107.18,-1440.54 2169.89,-1335.08 2202.34,-1286.37\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2205.32,-1288.2 2208.03,-1277.96 2199.53,-1284.28 2205.32,-1288.2\"/>\n",
       "</g>\n",
       "<!-- cauchy distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge16\" class=\"edge\">\n",
       "<title>cauchy distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1695.53,-558.28C1684.97,-599.43 1648.93,-703.45 1628.5,-752.55\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1625.22,-751.31 1624.51,-761.88 1631.66,-754.06 1625.22,-751.31\"/>\n",
       "</g>\n",
       "<!-- stable distribution -->\n",
       "<g id=\"node28\" class=\"node\">\n",
       "<title>stable distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"1697.84\" y=\"-296.3\" font-family=\"Times,serif\" font-size=\"14.00\">stable distribution</text>\n",
       "</g>\n",
       "<!-- cauchy distribution&#45;&gt;stable distribution -->\n",
       "<g id=\"edge17\" class=\"edge\">\n",
       "<title>cauchy distribution&#45;&gt;stable distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"1696.84,-328.52 1694.12,-318.28 1689.86,-327.98 1696.84,-328.52\"/>\n",
       "</g>\n",
       "<!-- compound poisson distribution -->\n",
       "<g id=\"node12\" class=\"node\">\n",
       "<title>compound poisson distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"155.84\" cy=\"-1500\" rx=\"120.48\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"155.84\" y=\"-1496.3\" font-family=\"Times,serif\" font-size=\"14.00\">compound poisson distribution</text>\n",
       "</g>\n",
       "<!-- compound poisson distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge21\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M169.5,-1482.03C202.85,-1440.67 291.22,-1331.53 366.84,-1242 427.72,-1169.92 501.26,-1086.18 537.09,-1045.58\"/>\n",
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       "<!-- compound poisson distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge22\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- compound poisson distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge25\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M156.56,-1481.79C158.43,-1440.37 164.14,-1331.87 175.84,-1242 210.65,-974.67 303.22,-660.2 331.51,-567.79\"/>\n",
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       "</g>\n",
       "<!-- tweedie distribution -->\n",
       "<g id=\"node19\" class=\"node\">\n",
       "<title>tweedie distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"229.84\" cy=\"-1739\" rx=\"81.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"229.84\" y=\"-1735.3\" font-family=\"Times,serif\" font-size=\"14.00\">tweedie distribution</text>\n",
       "</g>\n",
       "<!-- compound poisson distribution&#45;&gt;tweedie distribution -->\n",
       "<g id=\"edge26\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;tweedie distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"222.53,-1712.02 228.22,-1720.96 229.35,-1710.42 222.53,-1712.02\"/>\n",
       "</g>\n",
       "<!-- compound poisson distribution&#45;&gt;negative binomial distribution -->\n",
       "<g id=\"edge24\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;negative binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M164.93,-1481.95C209.74,-1398.19 406.95,-1032.95 454.84,-1002 601.79,-907.03 1816.23,-815.55 2199.45,-788.81\"/>\n",
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       "<!-- compound poisson distribution&#45;&gt;geometric distribution -->\n",
       "<g id=\"edge23\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;geometric distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M157.05,-1481.91C162.77,-1404.56 188.81,-1087.45 236.84,-1002 289.5,-908.3 397.94,-836 456.05,-802.13\"/>\n",
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       "</g>\n",
       "<!-- laplace distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge53\" class=\"edge\">\n",
       "<title>laplace distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M462.32,-1241.88C480.27,-1200.8 525.9,-1096.39 547.35,-1047.28\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"550.63,-1048.53 551.43,-1037.96 544.22,-1045.72 550.63,-1048.53\"/>\n",
       "</g>\n",
       "<!-- gumbel distribution -->\n",
       "<g id=\"node14\" class=\"node\">\n",
       "<title>gumbel distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"326.84\" cy=\"-1020\" rx=\"80.69\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"326.84\" y=\"-1016.3\" font-family=\"Times,serif\" font-size=\"14.00\">gumbel distribution</text>\n",
       "</g>\n",
       "<!-- laplace distribution&#45;&gt;gumbel distribution -->\n",
       "<g id=\"edge54\" class=\"edge\">\n",
       "<title>laplace distribution&#45;&gt;gumbel distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M441.93,-1241.88C416.03,-1200.8 359.64,-1096.39 336.55,-1047.28\"/>\n",
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       "<!-- gumbel distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge48\" class=\"edge\">\n",
       "<title>gumbel distribution&#45;&gt;weibull distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M353.54,-1002.83C422.52,-961.06 606.67,-849.53 684.42,-802.45\"/>\n",
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       "<!-- gumbel distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge46\" class=\"edge\">\n",
       "<title>gumbel distribution&#45;&gt;laplace distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M339.65,-1037.96C365.47,-1078.88 421.87,-1183.28 445.04,-1232.53\"/>\n",
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       "<!-- gumbel distribution&#45;&gt;logistic distribution -->\n",
       "<g id=\"edge47\" class=\"edge\">\n",
       "<title>gumbel distribution&#45;&gt;logistic distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M325.88,-1001.89C324.31,-955.7 326.81,-827.6 396.84,-762 543.03,-625.06 1169.44,-564.74 1399.05,-546.95\"/>\n",
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       "</g>\n",
       "<!-- dirichlet distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge32\" class=\"edge\">\n",
       "<title>dirichlet distribution&#45;&gt;beta distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2823.47,-797.86C2777.38,-839.93 2647.23,-949.51 2587.4,-996.77\"/>\n",
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       "</g>\n",
       "<!-- multinomial distribution -->\n",
       "<g id=\"node20\" class=\"node\">\n",
       "<title>multinomial distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2853.84\" cy=\"-540\" rx=\"97.48\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2853.84\" y=\"-536.3\" font-family=\"Times,serif\" font-size=\"14.00\">multinomial distribution</text>\n",
       "</g>\n",
       "<!-- dirichlet distribution&#45;&gt;multinomial distribution -->\n",
       "<g id=\"edge33\" class=\"edge\">\n",
       "<title>dirichlet distribution&#45;&gt;multinomial distribution</title>\n",
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       "</g>\n",
       "<!-- mixture distribution -->\n",
       "<g id=\"node16\" class=\"node\">\n",
       "<title>mixture distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1122.84\" cy=\"-1260\" rx=\"81.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1122.84\" y=\"-1256.3\" font-family=\"Times,serif\" font-size=\"14.00\">mixture distribution</text>\n",
       "</g>\n",
       "<!-- mixture distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge72\" class=\"edge\">\n",
       "<title>mixture distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- mixture distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge70\" class=\"edge\">\n",
       "<title>mixture distribution&#45;&gt;exponential distribution</title>\n",
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       "<!-- mixture distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge71\" class=\"edge\">\n",
       "<title>mixture distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<!-- beta&#45;binomial distribution -->\n",
       "<g id=\"node18\" class=\"node\">\n",
       "<title>beta&#45;binomial distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2783.84\" cy=\"-1500\" rx=\"102.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2783.84\" y=\"-1496.3\" font-family=\"Times,serif\" font-size=\"14.00\">beta&#45;binomial distribution</text>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge5\" class=\"edge\">\n",
       "<title>beta&#45;binomial distribution&#45;&gt;beta distribution</title>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;dirichlet distribution -->\n",
       "<g id=\"edge7\" class=\"edge\">\n",
       "<title>beta&#45;binomial distribution&#45;&gt;dirichlet distribution</title>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;binomial distribution -->\n",
       "<g id=\"edge6\" class=\"edge\">\n",
       "<title>beta&#45;binomial distribution&#45;&gt;binomial distribution</title>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;multinomial distribution -->\n",
       "<g id=\"edge9\" class=\"edge\">\n",
       "<title>beta&#45;binomial distribution&#45;&gt;multinomial distribution</title>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;negative binomial distribution -->\n",
       "<g id=\"edge10\" class=\"edge\">\n",
       "<title>beta&#45;binomial distribution&#45;&gt;negative binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2772.44,-1481.89C2732.2,-1421.4 2593.04,-1211.97 2479.84,-1038 2424.94,-953.63 2360.72,-853.06 2331.2,-806.72\"/>\n",
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       "<!-- dirichlet&#45;multinomial distribution -->\n",
       "<g id=\"node25\" class=\"node\">\n",
       "<title>dirichlet&#45;multinomial distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2924.84\" cy=\"-1260\" rx=\"129.98\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2924.84\" y=\"-1256.3\" font-family=\"Times,serif\" font-size=\"14.00\">dirichlet&#45;multinomial distribution</text>\n",
       "</g>\n",
       "<!-- beta&#45;binomial distribution&#45;&gt;dirichlet&#45;multinomial distribution -->\n",
       "<g id=\"edge8\" class=\"edge\">\n",
       "<title>beta&#45;binomial distribution&#45;&gt;dirichlet&#45;multinomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2790.28,-1481.88C2810.94,-1440.54 2873.2,-1335.08 2905.45,-1286.37\"/>\n",
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       "</g>\n",
       "<!-- beta&#45;binomial distribution&#45;&gt;bernoulli distribution -->\n",
       "<g id=\"edge4\" class=\"edge\">\n",
       "<title>beta&#45;binomial distribution&#45;&gt;bernoulli distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2777.12,-1481.85C2763.04,-1445.11 2730.44,-1355.84 2714.84,-1278 2692.29,-1165.52 2690.84,-1135.72 2690.84,-1021 2690.84,-1021 2690.84,-1021 2690.84,-779 2690.84,-607.17 2666.14,-401.69 2656.56,-328.52\"/>\n",
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       "<!-- tweedie distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge104\" class=\"edge\">\n",
       "<title>tweedie distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M268.04,-1723.06C339.15,-1693.59 493.08,-1621.67 586.84,-1518 678.31,-1416.87 639.43,-1351.39 720.84,-1242 800.84,-1134.51 844.86,-1129.41 942.84,-1038 959.85,-1022.13 960.97,-1014.1 980.84,-1002 1169.68,-887.03 1426.71,-821.11 1547.24,-794.67\"/>\n",
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       "<!-- tweedie distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge102\" class=\"edge\">\n",
       "<title>tweedie distribution&#45;&gt;gamma distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M293.04,-1727.65C449.6,-1700.58 848.28,-1622.53 924.84,-1518 975.91,-1448.27 938.54,-1337.49 917.11,-1287.27\"/>\n",
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       "<!-- tweedie distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge105\" class=\"edge\">\n",
       "<title>tweedie distribution&#45;&gt;poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M206.61,-1721.56C162.37,-1688.73 66.88,-1610.25 26.84,-1518 -18.76,-1412.94 7.84,-1375.53 7.84,-1261 7.84,-1261 7.84,-1261 7.84,-1019 7.84,-809.43 225.77,-625.68 308.5,-563.47\"/>\n",
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       "<!-- tweedie distribution&#45;&gt;compound poisson distribution -->\n",
       "<g id=\"edge101\" class=\"edge\">\n",
       "<title>tweedie distribution&#45;&gt;compound poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M220.81,-1720.96C204.34,-1680.32 171.96,-1577.44 159.82,-1528.15\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"163.18,-1527.15 157.49,-1518.21 156.37,-1528.74 163.18,-1527.15\"/>\n",
       "</g>\n",
       "<!-- tweedie distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge103\" class=\"edge\">\n",
       "<title>tweedie distribution&#45;&gt;laplace distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M234.85,-1720.77C247.31,-1678.87 281.65,-1568.71 322.84,-1482 358.05,-1407.88 410.65,-1326.39 437.59,-1286.24\"/>\n",
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       "<!-- multinomial distribution&#45;&gt;binomial distribution -->\n",
       "<g id=\"edge74\" class=\"edge\">\n",
       "<title>multinomial distribution&#45;&gt;binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2850.71,-521.99C2837.6,-450.78 2787.07,-176.31 2770.87,-88.32\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2774.28,-87.51 2769.03,-78.31 2767.39,-88.78 2774.28,-87.51\"/>\n",
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       "<!-- multinomial distribution&#45;&gt;bernoulli distribution -->\n",
       "<g id=\"edge73\" class=\"edge\">\n",
       "<title>multinomial distribution&#45;&gt;bernoulli distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2839.38,-521.88C2804.33,-480.37 2714.66,-374.2 2673.75,-325.76\"/>\n",
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       "</g>\n",
       "<!-- negative binomial distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge76\" class=\"edge\">\n",
       "<title>negative binomial distribution&#45;&gt;poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2225.49,-768.23C1893.44,-728.22 733.4,-588.43 418.97,-550.54\"/>\n",
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       "<!-- asymmetric laplace distribution -->\n",
       "<g id=\"node22\" class=\"node\">\n",
       "<title>asymmetric laplace distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"454.84\" y=\"-1496.3\" font-family=\"Times,serif\" font-size=\"14.00\">asymmetric laplace distribution</text>\n",
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       "<!-- asymmetric laplace distribution&#45;&gt;exponential distribution -->\n",
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       "<title>asymmetric laplace distribution&#45;&gt;exponential distribution</title>\n",
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       "<!-- asymmetric laplace distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge2\" class=\"edge\">\n",
       "<title>asymmetric laplace distribution&#45;&gt;laplace distribution</title>\n",
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       "<!-- student&#39;s t&#45;distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge98\" class=\"edge\">\n",
       "<title>student&#39;s t&#45;distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- logistic distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge58\" class=\"edge\">\n",
       "<title>logistic distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge27\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;beta distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;dirichlet distribution -->\n",
       "<g id=\"edge30\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;dirichlet distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;binomial distribution -->\n",
       "<g id=\"edge29\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;binomial distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;beta&#45;binomial distribution -->\n",
       "<g id=\"edge28\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;beta&#45;binomial distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;multinomial distribution -->\n",
       "<g id=\"edge31\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;multinomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2927.36,-1241.66C2936.19,-1177.45 2963.6,-947.42 2931.84,-762 2919.31,-688.83 2885.02,-607.7 2866.35,-567.12\"/>\n",
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       "<!-- chi&#45;squared distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge18\" class=\"edge\">\n",
       "<title>chi&#45;squared distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- stable distribution&#45;&gt;normal distribution -->\n",
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       "<title>stable distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- stable distribution&#45;&gt;cauchy distribution -->\n",
       "<g id=\"edge96\" class=\"edge\">\n",
       "<title>stable distribution&#45;&gt;cauchy distribution</title>\n",
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       "<!-- bernoulli distribution&#45;&gt;binomial distribution -->\n",
       "<g id=\"edge3\" class=\"edge\">\n",
       "<title>bernoulli distribution&#45;&gt;binomial distribution</title>\n",
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       "<!-- matrix t&#45;distribution -->\n",
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       "<title>matrix t&#45;distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"1342.84\" y=\"-1256.3\" font-family=\"Times,serif\" font-size=\"14.00\">matrix t&#45;distribution</text>\n",
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       "<!-- matrix t&#45;distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge61\" class=\"edge\">\n",
       "<title>matrix t&#45;distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<!-- log&#45;normal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge57\" class=\"edge\">\n",
       "<title>log&#45;normal distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- quantile&#45;parameterized distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge94\" class=\"edge\">\n",
       "<title>quantile&#45;parameterized distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- quantile&#45;parameterized distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge91\" class=\"edge\">\n",
       "<title>quantile&#45;parameterized distribution&#45;&gt;beta distribution</title>\n",
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       "<!-- quantile&#45;parameterized distribution&#45;&gt;pearson distribution -->\n",
       "<g id=\"edge95\" class=\"edge\">\n",
       "<title>quantile&#45;parameterized distribution&#45;&gt;pearson distribution</title>\n",
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       "<!-- quantile&#45;parameterized distribution&#45;&gt;metalog distribution -->\n",
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       "<title>quantile&#45;parameterized distribution&#45;&gt;metalog distribution</title>\n",
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       "<!-- quantile&#45;parameterized distribution&#45;&gt;log&#45;normal distribution -->\n",
       "<g id=\"edge92\" class=\"edge\">\n",
       "<title>quantile&#45;parameterized distribution&#45;&gt;log&#45;normal distribution</title>\n",
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       "<!-- chi distribution -->\n",
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       "<title>chi distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"855.84\" y=\"-1735.3\" font-family=\"Times,serif\" font-size=\"14.00\">chi distribution</text>\n",
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       "<!-- chi distribution&#45;&gt;normal distribution -->\n",
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       "<title>chi distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- chi distribution&#45;&gt;chi&#45;squared distribution -->\n",
       "<g id=\"edge19\" class=\"edge\">\n",
       "<title>chi distribution&#45;&gt;chi&#45;squared distribution</title>\n",
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       "<!-- log&#45;logistic distribution -->\n",
       "<g id=\"node34\" class=\"node\">\n",
       "<title>log&#45;logistic distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"1898.84\" y=\"-1256.3\" font-family=\"Times,serif\" font-size=\"14.00\">log&#45;logistic distribution</text>\n",
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       "<!-- log&#45;logistic distribution&#45;&gt;logistic distribution -->\n",
       "<g id=\"edge56\" class=\"edge\">\n",
       "<title>log&#45;logistic distribution&#45;&gt;logistic distribution</title>\n",
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       "<!-- log&#45;logistic distribution&#45;&gt;log&#45;normal distribution -->\n",
       "<g id=\"edge55\" class=\"edge\">\n",
       "<title>log&#45;logistic distribution&#45;&gt;log&#45;normal distribution</title>\n",
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       "<!-- matrix gamma distribution -->\n",
       "<g id=\"node35\" class=\"node\">\n",
       "<title>matrix gamma distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"1324.84\" y=\"-1496.3\" font-family=\"Times,serif\" font-size=\"14.00\">matrix gamma distribution</text>\n",
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       "<!-- matrix gamma distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge59\" class=\"edge\">\n",
       "<title>matrix gamma distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- matrix gamma distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge60\" class=\"edge\">\n",
       "<title>matrix gamma distribution&#45;&gt;multivariate normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1317.03,-1482.01C1300.76,-1445.58 1263.69,-1356.87 1250.84,-1278 1237.01,-1193.17 1272.35,-1093.8 1291.9,-1047.39\"/>\n",
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       "</g>\n",
       "<!-- wrapped distribution -->\n",
       "<g id=\"node36\" class=\"node\">\n",
       "<title>wrapped distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2404.84\" cy=\"-1739\" rx=\"83.69\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2404.84\" y=\"-1735.3\" font-family=\"Times,serif\" font-size=\"14.00\">wrapped distribution</text>\n",
       "</g>\n",
       "<!-- hypergeometric distribution&#45;&gt;binomial distribution -->\n",
       "<g id=\"edge49\" class=\"edge\">\n",
       "<title>hypergeometric distribution&#45;&gt;binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3100.81,-282.45C3037.5,-240.6 2870.96,-130.5 2799.35,-83.16\"/>\n",
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       "<!-- trapezoidal distribution -->\n",
       "<g id=\"node38\" class=\"node\">\n",
       "<title>trapezoidal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"840.84\" cy=\"-1020\" rx=\"92.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"840.84\" y=\"-1016.3\" font-family=\"Times,serif\" font-size=\"14.00\">trapezoidal distribution</text>\n",
       "</g>\n",
       "<!-- trapezoidal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge99\" class=\"edge\">\n",
       "<title>trapezoidal distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M888.09,-1004.47C1023.97,-962.69 1415.25,-842.37 1560.08,-797.84\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1561.13,-801.18 1569.66,-794.89 1559.08,-794.48 1561.13,-801.18\"/>\n",
       "</g>\n",
       "<!-- trapezoidal distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge100\" class=\"edge\">\n",
       "<title>trapezoidal distribution&#45;&gt;poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M843.87,-1002C850.79,-957.71 863.19,-837 808.84,-762 713.66,-630.68 520.12,-574.73 413.83,-553.11\"/>\n",
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       "<title>inverse matrix gamma distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"1576.84\" y=\"-1256.3\" font-family=\"Times,serif\" font-size=\"14.00\">inverse matrix gamma distribution</text>\n",
       "</g>\n",
       "<!-- inverse matrix gamma distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge52\" class=\"edge\">\n",
       "<title>inverse matrix gamma distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<!-- inverse&#45;gamma distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge51\" class=\"edge\">\n",
       "<title>inverse&#45;gamma distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- inverse&#45;gamma distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge50\" class=\"edge\">\n",
       "<title>inverse&#45;gamma distribution&#45;&gt;gamma distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1686.67,-1484.11C1538.63,-1441.87 1116.67,-1321.45 962.31,-1277.4\"/>\n",
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       "</g>\n",
       "<!-- von mises distribution -->\n",
       "<g id=\"node41\" class=\"node\">\n",
       "<title>von mises distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1620.84\" cy=\"-1020\" rx=\"89.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1620.84\" y=\"-1016.3\" font-family=\"Times,serif\" font-size=\"14.00\">von mises distribution</text>\n",
       "</g>\n",
       "<!-- von mises distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge106\" class=\"edge\">\n",
       "<title>von mises distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1620.41,-1001.88C1619.38,-961.16 1616.78,-858.2 1615.53,-808.57\"/>\n",
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       "</g>\n",
       "</svg>\n"
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      "text/plain": [
       "<graphviz.dot.Digraph at 0x14292d730>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "node_selection = df_degree.loc[df_degree['degree'] > 5, 'node'].tolist()\n",
    "plot_network(node_selection, size='15')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "otherwise-noise",
   "metadata": {
    "tags": []
   },
   "source": [
    "Finally, removing the degree threshold let's us admire the unvarnished beauty of the universe in its entirety..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "impressive-workplace",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
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       "<title>normal distribution&#45;&gt;convergence in distribution</title>\n",
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       "<title>exponential distribution</title>\n",
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       "<title>exponential distribution&#45;&gt;normal distribution</title>\n",
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       "<title>gamma distribution</title>\n",
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       "<title>exponential distribution&#45;&gt;gamma distribution</title>\n",
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       "<title>exponential distribution&#45;&gt;poisson distribution</title>\n",
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       "<title>binomial distribution</title>\n",
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       "<title>exponential distribution&#45;&gt;geometric distribution</title>\n",
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       "<title>beta distribution&#45;&gt;binomial distribution</title>\n",
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       "<title>beta distribution&#45;&gt;negative binomial distribution</title>\n",
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       "<title>beta distribution&#45;&gt;beta prime distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"9400.05,-5892.05 9396.49,-5882.07 9393.05,-5892.09 9400.05,-5892.05\"/>\n",
       "</g>\n",
       "<!-- conjugate prior distribution -->\n",
       "<g id=\"node152\" class=\"node\">\n",
       "<title>conjugate prior distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9239.24\" cy=\"-5479\" rx=\"107.48\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9239.24\" y=\"-5475.3\" font-family=\"Times,serif\" font-size=\"14.00\">conjugate prior distribution</text>\n",
       "</g>\n",
       "<!-- beta distribution&#45;&gt;conjugate prior distribution -->\n",
       "<g id=\"edge22\" class=\"edge\">\n",
       "<title>beta distribution&#45;&gt;conjugate prior distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9418.83,-6229.89C9396.8,-6178.37 9331.16,-6019.7 9297.24,-5882 9263.13,-5743.49 9246.71,-5572.86 9241.33,-5507.36\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"9244.79,-5506.77 9240.5,-5497.08 9237.81,-5507.33 9244.79,-5506.77\"/>\n",
       "</g>\n",
       "<!-- gamma distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge132\" class=\"edge\">\n",
       "<title>gamma distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8966.46,-1231.71C9012.6,-1167.41 9205.06,-941.07 9421.24,-847 9979.36,-604.13 11948.51,-506.1 12420.19,-486.03\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"12420.54,-489.52 12430.38,-485.6 12420.24,-482.52 12420.54,-489.52\"/>\n",
       "</g>\n",
       "<!-- erlang distribution -->\n",
       "<g id=\"node45\" class=\"node\">\n",
       "<title>erlang distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9514.24\" cy=\"-865\" rx=\"75.29\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9514.24\" y=\"-861.3\" font-family=\"Times,serif\" font-size=\"14.00\">erlang distribution</text>\n",
       "</g>\n",
       "<!-- gamma distribution&#45;&gt;erlang distribution -->\n",
       "<g id=\"edge131\" class=\"edge\">\n",
       "<title>gamma distribution&#45;&gt;erlang distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8977.27,-1232.54C9061.52,-1171.33 9374,-956.76 9479.39,-887.64\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"9481.6,-890.37 9488.06,-881.97 9477.78,-884.51 9481.6,-890.37\"/>\n",
       "</g>\n",
       "<!-- maximum entropy probability distribution -->\n",
       "<g id=\"node75\" class=\"node\">\n",
       "<title>maximum entropy probability distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2941.24\" cy=\"-865\" rx=\"161.37\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2941.24\" y=\"-861.3\" font-family=\"Times,serif\" font-size=\"14.00\">maximum entropy probability distribution</text>\n",
       "</g>\n",
       "<!-- gamma distribution&#45;&gt;maximum entropy probability distribution -->\n",
       "<g id=\"edge133\" class=\"edge\">\n",
       "<title>gamma distribution&#45;&gt;maximum entropy probability distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8879.92,-1244.14C8251.98,-1204.16 3940.13,-929.6 3087.53,-875.31\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3087.55,-871.81 3077.35,-874.67 3087.11,-878.8 3087.55,-871.81\"/>\n",
       "</g>\n",
       "<!-- chi&#45;square distribution -->\n",
       "<g id=\"node123\" class=\"node\">\n",
       "<title>chi&#45;square distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11659.24\" cy=\"-865\" rx=\"90.18\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11659.24\" y=\"-861.3\" font-family=\"Times,serif\" font-size=\"14.00\">chi&#45;square distribution</text>\n",
       "</g>\n",
       "<!-- gamma distribution&#45;&gt;chi&#45;square distribution -->\n",
       "<g id=\"edge130\" class=\"edge\">\n",
       "<title>gamma distribution&#45;&gt;chi&#45;square distribution</title>\n",
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       "</g>\n",
       "<!-- pearson distribution -->\n",
       "<g id=\"node5\" class=\"node\">\n",
       "<title>pearson distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9483.24\" cy=\"-5479\" rx=\"81.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9483.24\" y=\"-5475.3\" font-family=\"Times,serif\" font-size=\"14.00\">pearson distribution</text>\n",
       "</g>\n",
       "<!-- pearson distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge349\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- pearson distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge339\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;beta distribution</title>\n",
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       "<!-- pearson distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge344\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- metalog distribution -->\n",
       "<g id=\"node8\" class=\"node\">\n",
       "<title>metalog distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9594.24\" cy=\"-5095\" rx=\"82.59\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9594.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">metalog distribution</text>\n",
       "</g>\n",
       "<!-- pearson distribution&#45;&gt;metalog distribution -->\n",
       "<g id=\"edge348\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;metalog distribution</title>\n",
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       "<!-- pearson distribution&#45;&gt;cauchy distribution -->\n",
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       "<title>pearson distribution&#45;&gt;cauchy distribution</title>\n",
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       "<!-- pearson distribution&#45;&gt;student&#39;s t&#45;distribution -->\n",
       "<g id=\"edge352\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;student&#39;s t&#45;distribution</title>\n",
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       "<!-- chi&#45;squared distribution -->\n",
       "<g id=\"node26\" class=\"node\">\n",
       "<title>chi&#45;squared distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9987.24\" y=\"-1630.3\" font-family=\"Times,serif\" font-size=\"14.00\">chi&#45;squared distribution</text>\n",
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       "<!-- pearson distribution&#45;&gt;chi&#45;squared distribution -->\n",
       "<g id=\"edge342\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;chi&#45;squared distribution</title>\n",
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       "<!-- pearson distribution&#45;&gt;bernoulli distribution -->\n",
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       "<title>pearson distribution&#45;&gt;bernoulli distribution</title>\n",
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       "<!-- quantile&#45;parameterized distribution -->\n",
       "<g id=\"node32\" class=\"node\">\n",
       "<title>quantile&#45;parameterized distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2791.24\" cy=\"-4710\" rx=\"135.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2791.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">quantile&#45;parameterized distribution</text>\n",
       "</g>\n",
       "<!-- pearson distribution&#45;&gt;quantile&#45;parameterized distribution -->\n",
       "<g id=\"edge351\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;quantile&#45;parameterized distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9421.19,-5467.33C9407.36,-5464.93 9392.8,-5462.62 9379.24,-5461 8115.22,-5309.96 4878.54,-5485.52 3661.24,-5113 3631.14,-5103.79 3628.21,-5091.45 3600.24,-5077 3316.68,-4930.48 2962.27,-4783.74 2837.3,-4731.24\"/>\n",
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       "<!-- hypergeometric distribution -->\n",
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       "<title>hypergeometric distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"14128.24\" y=\"-3168.3\" font-family=\"Times,serif\" font-size=\"14.00\">hypergeometric distribution</text>\n",
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       "<!-- pearson distribution&#45;&gt;hypergeometric distribution -->\n",
       "<g id=\"edge346\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;hypergeometric distribution</title>\n",
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       "<!-- inverse&#45;gamma distribution -->\n",
       "<g id=\"node40\" class=\"node\">\n",
       "<title>inverse&#45;gamma distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"5880.24\" y=\"-2784.3\" font-family=\"Times,serif\" font-size=\"14.00\">inverse&#45;gamma distribution</text>\n",
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       "<!-- pearson distribution&#45;&gt;inverse&#45;gamma distribution -->\n",
       "<g id=\"edge347\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;inverse&#45;gamma distribution</title>\n",
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       "<!-- pearson distribution&#45;&gt;beta prime distribution -->\n",
       "<g id=\"edge340\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;beta prime distribution</title>\n",
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       "<!-- generalized gamma distribution -->\n",
       "<g id=\"node63\" class=\"node\">\n",
       "<title>generalized gamma distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9818.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalized gamma distribution</text>\n",
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       "<!-- pearson distribution&#45;&gt;generalized gamma distribution -->\n",
       "<g id=\"edge345\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;generalized gamma distribution</title>\n",
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       "<!-- f&#45;distribution -->\n",
       "<g id=\"node70\" class=\"node\">\n",
       "<title>f&#45;distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"10113.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">f&#45;distribution</text>\n",
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       "<!-- pearson distribution&#45;&gt;f&#45;distribution -->\n",
       "<g id=\"edge343\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;f&#45;distribution</title>\n",
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       "<!-- posterior distribution -->\n",
       "<g id=\"node125\" class=\"node\">\n",
       "<title>posterior distribution</title>\n",
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       "<!-- pearson distribution&#45;&gt;posterior distribution -->\n",
       "<g id=\"edge350\" class=\"edge\">\n",
       "<title>pearson distribution&#45;&gt;posterior distribution</title>\n",
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       "<!-- generalized normal distribution -->\n",
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       "<title>generalized normal distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"4842.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalized normal distribution</text>\n",
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       "<!-- generalized normal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge170\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- generalized normal distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge162\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- multivariate normal distribution -->\n",
       "<g id=\"node7\" class=\"node\">\n",
       "<title>multivariate normal distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"6096.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">multivariate normal distribution</text>\n",
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       "<!-- generalized normal distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge169\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<!-- weibull distribution -->\n",
       "<g id=\"node10\" class=\"node\">\n",
       "<title>weibull distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"10955.24\" cy=\"-2403\" rx=\"79.89\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"10955.24\" y=\"-2399.3\" font-family=\"Times,serif\" font-size=\"14.00\">weibull distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge174\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;weibull distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4961.33,-5090.82C5756.37,-5069 10269.12,-4936.24 10464.24,-4728 10475.18,-4716.32 10465.54,-4707.95 10464.24,-4692 10451.53,-4535.79 10430.91,-4498.93 10407.24,-4344 10379.99,-4165.62 10350.24,-4122.45 10350.24,-3942 10350.24,-3942 10350.24,-3942 10350.24,-3171 10350.24,-2992.02 10294.43,-2923.03 10387.24,-2770 10507.95,-2570.98 10782.77,-2460.6 10900.29,-2421.01\"/>\n",
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       "</g>\n",
       "<!-- laplace distribution -->\n",
       "<g id=\"node13\" class=\"node\">\n",
       "<title>laplace distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"12414.24\" cy=\"-4326\" rx=\"78.79\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"12414.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">laplace distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge166\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;laplace distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4963.35,-5092.54C5846.71,-5081.28 11282.67,-5001.16 11956.24,-4728 12162.82,-4644.23 12339.9,-4426.28 12395.86,-4352.13\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"12398.89,-4353.92 12402.08,-4343.81 12393.28,-4349.73 12398.89,-4353.92\"/>\n",
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       "<!-- log&#45;normal distribution -->\n",
       "<g id=\"node31\" class=\"node\">\n",
       "<title>log&#45;normal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3163.24\" cy=\"-4326\" rx=\"92.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3163.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">log&#45;normal distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;log&#45;normal distribution -->\n",
       "<g id=\"edge167\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;log&#45;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4725.31,-5089.64C4352.34,-5073.04 3202.24,-5000.26 2978.24,-4728 2876.72,-4604.61 3063.1,-4416.36 3135.91,-4350.63\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3138.27,-4353.22 3143.4,-4343.94 3133.61,-4348 3138.27,-4353.22\"/>\n",
       "</g>\n",
       "<!-- bates distribution -->\n",
       "<g id=\"node49\" class=\"node\">\n",
       "<title>bates distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3740.24\" cy=\"-4710\" rx=\"71.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3740.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">bates distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;bates distribution -->\n",
       "<g id=\"edge159\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;bates distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4796.99,-5078.27C4619.93,-5016.73 3974.78,-4792.51 3790.01,-4728.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3791.13,-4724.98 3780.54,-4725 3788.83,-4731.59 3791.13,-4724.98\"/>\n",
       "</g>\n",
       "<!-- irwin–hall distribution -->\n",
       "<g id=\"node51\" class=\"node\">\n",
       "<title>irwin–hall distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"5345.24\" cy=\"-4326\" rx=\"89.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"5345.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">irwin–hall distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;irwin–hall distribution -->\n",
       "<g id=\"edge165\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;irwin–hall distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4837.3,-5076.64C4821.72,-5018.28 4778.56,-4825.42 4847.24,-4692 4944.18,-4503.69 5188.13,-4388.63 5294.42,-4345.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5295.96,-4349.08 5303.97,-4342.14 5293.38,-4342.58 5295.96,-4349.08\"/>\n",
       "</g>\n",
       "<!-- symmetric distribution -->\n",
       "<g id=\"node86\" class=\"node\">\n",
       "<title>symmetric distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"6966.24\" cy=\"-4710\" rx=\"91.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"6966.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">symmetric distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;symmetric distribution -->\n",
       "<g id=\"edge173\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;symmetric distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4916.28,-5080.65C5243.95,-5021.56 6561.95,-4783.9 6891.34,-4724.51\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6892.04,-4727.94 6901.26,-4722.72 6890.8,-4721.05 6892.04,-4727.94\"/>\n",
       "</g>\n",
       "<!-- continuous uniform distribution -->\n",
       "<g id=\"node91\" class=\"node\">\n",
       "<title>continuous uniform distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"5576.24\" cy=\"-4326\" rx=\"123.48\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"5576.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">continuous uniform distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;continuous uniform distribution -->\n",
       "<g id=\"edge160\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;continuous uniform distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4815.1,-5077.38C4728.25,-5022.12 4468.78,-4839.7 4572.24,-4692 4683.47,-4533.22 5282.58,-4390.36 5498.56,-4343.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5499.53,-4346.67 5508.56,-4341.13 5498.04,-4339.83 5499.53,-4346.67\"/>\n",
       "</g>\n",
       "<!-- folded normal distribution -->\n",
       "<g id=\"node118\" class=\"node\">\n",
       "<title>folded normal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"6342.24\" cy=\"-4326\" rx=\"103.98\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"6342.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">folded normal distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;folded normal distribution -->\n",
       "<g id=\"edge161\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;folded normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4952.88,-5087.32C5185.52,-5068.16 5733.12,-4995.7 6088.24,-4728 6224.66,-4625.16 6306.7,-4425.92 6332.98,-4353.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6336.37,-4354.75 6336.45,-4344.16 6329.78,-4352.39 6336.37,-4354.75\"/>\n",
       "</g>\n",
       "<!-- skew normal distribution -->\n",
       "<g id=\"node164\" class=\"node\">\n",
       "<title>skew normal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"5817.24\" cy=\"-4326\" rx=\"99.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"5817.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">skew normal distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;skew normal distribution -->\n",
       "<g id=\"edge171\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;skew normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4838.41,-5076.87C4826.03,-5016.79 4793.03,-4812.79 4885.24,-4692 4996.47,-4546.31 5557.27,-4392.88 5751.17,-4343.39\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5752.12,-4346.76 5760.94,-4340.91 5750.39,-4339.98 5752.12,-4346.76\"/>\n",
       "</g>\n",
       "<!-- infinitely divisible distribution -->\n",
       "<g id=\"node185\" class=\"node\">\n",
       "<title>infinitely divisible distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"4023.24\" cy=\"-4710\" rx=\"118.08\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"4023.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">infinitely divisible distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;infinitely divisible distribution -->\n",
       "<g id=\"edge163\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;infinitely divisible distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"4068.88,-4728.48 4058.34,-4727.41 4065.92,-4734.82 4068.88,-4728.48\"/>\n",
       "</g>\n",
       "<!-- student t distribution -->\n",
       "<g id=\"node188\" class=\"node\">\n",
       "<title>student t distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"4243.24\" cy=\"-4710\" rx=\"83.69\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"4243.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">student t distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;student t distribution -->\n",
       "<g id=\"edge172\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;student t distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"4279.14,-4729.8 4268.83,-4727.36 4275.37,-4735.7 4279.14,-4729.8\"/>\n",
       "</g>\n",
       "<!-- lognormal distribution -->\n",
       "<g id=\"node189\" class=\"node\">\n",
       "<title>lognormal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"4435.24\" cy=\"-4710\" rx=\"90.18\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"4435.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">lognormal distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;lognormal distribution -->\n",
       "<g id=\"edge168\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;lognormal distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"4462.73,-4732.06 4453.05,-4727.76 4457.93,-4737.16 4462.73,-4732.06\"/>\n",
       "</g>\n",
       "<!-- inverse normal distribution -->\n",
       "<g id=\"node190\" class=\"node\">\n",
       "<title>inverse normal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"4688.24\" cy=\"-4710\" rx=\"106.68\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"4688.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">inverse normal distribution</text>\n",
       "</g>\n",
       "<!-- generalized normal distribution&#45;&gt;inverse normal distribution -->\n",
       "<g id=\"edge164\" class=\"edge\">\n",
       "<title>generalized normal distribution&#45;&gt;inverse normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4835.33,-5076.8C4810.9,-5016.05 4728.56,-4811.27 4698.96,-4737.64\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4702.12,-4736.13 4695.14,-4728.15 4695.62,-4738.74 4702.12,-4736.13\"/>\n",
       "</g>\n",
       "<!-- multivariate normal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge302\" class=\"edge\">\n",
       "<title>multivariate normal distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6086.68,-4308.05C6052.54,-4247.5 5936.43,-4041.63 5895.05,-3968.25\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5897.9,-3966.18 5889.94,-3959.19 5891.8,-3969.62 5897.9,-3966.18\"/>\n",
       "</g>\n",
       "<!-- metalog distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge282\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9583.51,-5076.82C9539.26,-5006.56 9369.51,-4742.48 9286.24,-4692 8517.7,-4226.08 8091.76,-4758.36 7294.24,-4344 7274.16,-4333.57 7277.85,-4319.29 7258.24,-4308 6814.08,-4052.21 6186.89,-3970.76 5963.35,-3948.97\"/>\n",
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       "</g>\n",
       "<!-- metalog distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge275\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;beta distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9593.95,-5113.24C9592.89,-5168.93 9588.43,-5348.94 9573.24,-5497 9555.58,-5669.21 9547.67,-5712.15 9514.24,-5882 9489.13,-6009.61 9449.71,-6160.02 9433.54,-6220.17\"/>\n",
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       "<!-- metalog distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge279\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;gamma distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9579.19,-5076.94C9536.49,-5027.35 9414.65,-4877.3 9367.24,-4728 9261.34,-4394.45 9320.24,-4291.96 9320.24,-3942 9320.24,-3942 9320.24,-3942 9320.24,-2018 9320.24,-1696.76 9056.42,-1366.58 8977.98,-1275.51\"/>\n",
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       "<!-- metalog distribution&#45;&gt;pearson distribution -->\n",
       "<g id=\"edge283\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;pearson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9592.29,-5113.07C9579.5,-5173.46 9520.49,-5377.32 9494.74,-5451.08\"/>\n",
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       "<!-- metalog distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge286\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;weibull distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9641.18,-5080.08C9812.08,-5028.8 10399.1,-4847.21 10552.24,-4728 10716.87,-4599.84 10737.38,-4534.59 10822.24,-4344 10964.86,-4023.7 10958.88,-3923.4 10998.24,-3575 11004.86,-3516.4 10964.2,-2603 10956.49,-2431.6\"/>\n",
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       "<!-- metalog distribution&#45;&gt;logistic distribution -->\n",
       "<g id=\"edge281\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;logistic distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9641.2,-5080.09C9809.4,-5029.58 10379.2,-4852.29 10520.24,-4728 10805.23,-4476.85 10818.09,-4331.35 10893.24,-3959 10924.99,-3801.69 10771.86,-3640.73 10708.07,-3581.61\"/>\n",
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       "<!-- metalog distribution&#45;&gt;log&#45;normal distribution -->\n",
       "<g id=\"edge280\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;log&#45;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9527.55,-5084.29C9507.26,-5081.6 9484.87,-5078.9 9464.24,-5077 8749.23,-5011.01 3505.08,-5249.27 3011.24,-4728 2904.25,-4615.07 3073.17,-4419.35 3138.88,-4351.22\"/>\n",
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       "<!-- metalog distribution&#45;&gt;quantile&#45;parameterized distribution -->\n",
       "<g id=\"edge284\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;quantile&#45;parameterized distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9525.04,-5085.08C9502.7,-5082.14 9477.91,-5079.09 9455.24,-5077 6580.59,-4812.09 5848.56,-4936.27 2969.24,-4728 2948.05,-4726.47 2925.53,-4724.61 2903.87,-4722.7\"/>\n",
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       "<!-- metalog distribution&#45;&gt;continuous uniform distribution -->\n",
       "<g id=\"edge277\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;continuous uniform distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9526.85,-5084.52C9506.73,-5081.87 9484.62,-5079.13 9464.24,-5077 8972.96,-5025.57 5367.54,-5090.74 5032.24,-4728 4866.24,-4548.41 5331.18,-4395.43 5509.69,-4344.79\"/>\n",
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       "<!-- metalog distribution&#45;&gt;chi&#45;square distribution -->\n",
       "<g id=\"edge276\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;chi&#45;square distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9654.57,-5082.58C9665.12,-5080.66 9675.99,-5078.73 9686.24,-5077 10692.68,-4906.69 11095.6,-5276.82 11956.24,-4728 12129.19,-4617.72 12135.65,-4534.28 12212.24,-4344 12277.15,-4182.74 12264.02,-4131.98 12281.24,-3959 12366.64,-3101.27 12322.24,-2881.97 12322.24,-2020 12322.24,-2020 12322.24,-2020 12322.24,-1633 12322.24,-1250.22 11843.78,-964.27 11699.77,-886.88\"/>\n",
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       "<!-- student t&#45;distribution -->\n",
       "<g id=\"node214\" class=\"node\">\n",
       "<title>student t&#45;distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11293.24\" cy=\"-4710\" rx=\"84.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11293.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">student t&#45;distribution</text>\n",
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       "<!-- metalog distribution&#45;&gt;student t&#45;distribution -->\n",
       "<g id=\"edge285\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;student t&#45;distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9649.33,-5081.58C9902.39,-5024.54 10952.85,-4787.73 11227.37,-4725.85\"/>\n",
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       "<!-- f distribution -->\n",
       "<g id=\"node215\" class=\"node\">\n",
       "<title>f distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11452.24\" cy=\"-4710\" rx=\"56.59\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11452.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">f distribution</text>\n",
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       "<!-- metalog distribution&#45;&gt;f distribution -->\n",
       "<g id=\"edge278\" class=\"edge\">\n",
       "<title>metalog distribution&#45;&gt;f distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9655.21,-5082.71C9883.68,-5040.15 10710.58,-4883.91 11386.24,-4728 11390.83,-4726.94 11395.58,-4725.8 11400.34,-4724.63\"/>\n",
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       "<!-- cauchy distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge49\" class=\"edge\">\n",
       "<title>cauchy distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1590.47,-3564.16C2107.96,-3608.92 5246.23,-3883.74 5797.59,-3932.58\"/>\n",
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       "</g>\n",
       "<!-- stable distribution -->\n",
       "<g id=\"node28\" class=\"node\">\n",
       "<title>stable distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2609.24\" cy=\"-2788\" rx=\"74.19\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2609.24\" y=\"-2784.3\" font-family=\"Times,serif\" font-size=\"14.00\">stable distribution</text>\n",
       "</g>\n",
       "<!-- cauchy distribution&#45;&gt;stable distribution -->\n",
       "<g id=\"edge51\" class=\"edge\">\n",
       "<title>cauchy distribution&#45;&gt;stable distribution</title>\n",
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       "</g>\n",
       "<!-- lévy distribution -->\n",
       "<g id=\"node60\" class=\"node\">\n",
       "<title>lévy distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3123.24\" cy=\"-3172\" rx=\"68.79\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3123.24\" y=\"-3168.3\" font-family=\"Times,serif\" font-size=\"14.00\">lévy distribution</text>\n",
       "</g>\n",
       "<!-- cauchy distribution&#45;&gt;lévy distribution -->\n",
       "<g id=\"edge48\" class=\"edge\">\n",
       "<title>cauchy distribution&#45;&gt;lévy distribution</title>\n",
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       "</g>\n",
       "<!-- ratio distribution -->\n",
       "<g id=\"node142\" class=\"node\">\n",
       "<title>ratio distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1400.24\" cy=\"-3172\" rx=\"69.59\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1400.24\" y=\"-3168.3\" font-family=\"Times,serif\" font-size=\"14.00\">ratio distribution</text>\n",
       "</g>\n",
       "<!-- cauchy distribution&#45;&gt;ratio distribution -->\n",
       "<g id=\"edge50\" class=\"edge\">\n",
       "<title>cauchy distribution&#45;&gt;ratio distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1512.94,-3538.8C1494.26,-3478.17 1431.39,-3274.1 1408.59,-3200.1\"/>\n",
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       "</g>\n",
       "<!-- particle&#45;size distribution -->\n",
       "<g id=\"node175\" class=\"node\">\n",
       "<title>particle&#45;size distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"10955.24\" cy=\"-2019\" rx=\"96.68\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"10955.24\" y=\"-2015.3\" font-family=\"Times,serif\" font-size=\"14.00\">particle&#45;size distribution</text>\n",
       "</g>\n",
       "<!-- weibull distribution&#45;&gt;particle&#45;size distribution -->\n",
       "<g id=\"edge437\" class=\"edge\">\n",
       "<title>weibull distribution&#45;&gt;particle&#45;size distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M10955.24,-2384.59C10955.24,-2323.92 10955.24,-2121.46 10955.24,-2047.42\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"10958.74,-2047.07 10955.24,-2037.07 10951.74,-2047.07 10958.74,-2047.07\"/>\n",
       "</g>\n",
       "<!-- compound poisson distribution -->\n",
       "<g id=\"node12\" class=\"node\">\n",
       "<title>compound poisson distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1629.24\" cy=\"-7402\" rx=\"120.48\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1629.24\" y=\"-7398.3\" font-family=\"Times,serif\" font-size=\"14.00\">compound poisson distribution</text>\n",
       "</g>\n",
       "<!-- compound poisson distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge63\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;exponential distribution</title>\n",
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       "<!-- compound poisson distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge64\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- compound poisson distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge69\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1546.18,-7388.96C1382.55,-7360.43 1019.89,-7272.34 852.24,-7035 641.85,-6737.15 262.52,-863.34 247.24,-499 246.57,-483.01 240.84,-477.66 247.24,-463 321.8,-292.27 519.64,-165.56 603.64,-117.8\"/>\n",
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       "</g>\n",
       "<!-- tweedie distribution -->\n",
       "<g id=\"node19\" class=\"node\">\n",
       "<title>tweedie distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1793.24\" cy=\"-7017\" rx=\"81.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1793.24\" y=\"-7013.3\" font-family=\"Times,serif\" font-size=\"14.00\">tweedie distribution</text>\n",
       "</g>\n",
       "<!-- compound poisson distribution&#45;&gt;tweedie distribution -->\n",
       "<g id=\"edge70\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;tweedie distribution</title>\n",
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       "<!-- compound poisson distribution&#45;&gt;negative binomial distribution -->\n",
       "<g id=\"edge68\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;negative binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1619.84,-7383.79C1592.45,-7332.6 1512.94,-7176.04 1485.24,-7035 1397.09,-6586.16 1460.15,-6021.65 1476.61,-5892.26\"/>\n",
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       "<!-- compound poisson distribution&#45;&gt;geometric distribution -->\n",
       "<g id=\"edge65\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;geometric distribution</title>\n",
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       "<!-- continuous distribution -->\n",
       "<g id=\"node108\" class=\"node\">\n",
       "<title>continuous distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"13645.24\" y=\"-2784.3\" font-family=\"Times,serif\" font-size=\"14.00\">continuous distribution</text>\n",
       "</g>\n",
       "<!-- compound poisson distribution&#45;&gt;continuous distribution -->\n",
       "<g id=\"edge61\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;continuous distribution</title>\n",
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       "<!-- discrete distribution -->\n",
       "<g id=\"node121\" class=\"node\">\n",
       "<title>discrete distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1439.24\" cy=\"-4326\" rx=\"81.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1439.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">discrete distribution</text>\n",
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       "<!-- compound poisson distribution&#45;&gt;discrete distribution -->\n",
       "<g id=\"edge62\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;discrete distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1615.53,-7384.09C1552.68,-7304.87 1295.24,-6960.42 1295.24,-6634 1295.24,-6634 1295.24,-6634 1295.24,-5094 1295.24,-4799.22 1399.26,-4451.49 1430.48,-4353.73\"/>\n",
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       "<!-- hermite distribution -->\n",
       "<g id=\"node200\" class=\"node\">\n",
       "<title>hermite distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1575.24\" cy=\"-7017\" rx=\"81.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1575.24\" y=\"-7013.3\" font-family=\"Times,serif\" font-size=\"14.00\">hermite distribution</text>\n",
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       "<!-- compound poisson distribution&#45;&gt;hermite distribution -->\n",
       "<g id=\"edge67\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;hermite distribution</title>\n",
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       "<!-- geometric poisson distribution -->\n",
       "<g id=\"node201\" class=\"node\">\n",
       "<title>geometric poisson distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"13823.24\" y=\"-7013.3\" font-family=\"Times,serif\" font-size=\"14.00\">geometric poisson distribution</text>\n",
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       "<!-- compound poisson distribution&#45;&gt;geometric poisson distribution -->\n",
       "<g id=\"edge66\" class=\"edge\">\n",
       "<title>compound poisson distribution&#45;&gt;geometric poisson distribution</title>\n",
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       "<!-- laplace distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge232\" class=\"edge\">\n",
       "<title>laplace distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M12441.33,-4308.95C12514.86,-4263.9 12719.43,-4128.43 12820.24,-3959 13449.28,-2901.8 13323.23,-2489.61 13468.24,-1268 13490.16,-1083.39 13342.56,-882.75 13308.24,-847 13102.63,-632.81 12746.95,-531.95 12594.75,-496.97\"/>\n",
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       "<!-- gumbel distribution -->\n",
       "<g id=\"node14\" class=\"node\">\n",
       "<title>gumbel distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11537.24\" cy=\"-3941\" rx=\"80.69\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11537.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">gumbel distribution</text>\n",
       "</g>\n",
       "<!-- laplace distribution&#45;&gt;gumbel distribution -->\n",
       "<g id=\"edge233\" class=\"edge\">\n",
       "<title>laplace distribution&#45;&gt;gumbel distribution</title>\n",
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       "<!-- gumbel distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge183\" class=\"edge\">\n",
       "<title>gumbel distribution&#45;&gt;weibull distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M11541.22,-3922.7C11565.95,-3811.11 11690.1,-3184.25 11461.24,-2770 11357.15,-2581.58 11110.14,-2465.27 11004.52,-2422.56\"/>\n",
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       "<!-- gumbel distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge181\" class=\"edge\">\n",
       "<title>gumbel distribution&#45;&gt;laplace distribution</title>\n",
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       "<!-- gumbel distribution&#45;&gt;logistic distribution -->\n",
       "<g id=\"edge182\" class=\"edge\">\n",
       "<title>gumbel distribution&#45;&gt;logistic distribution</title>\n",
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       "<!-- generalized extreme value distribution -->\n",
       "<g id=\"node52\" class=\"node\">\n",
       "<title>generalized extreme value distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11290.24\" cy=\"-3557\" rx=\"146.77\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11290.24\" y=\"-3553.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalized extreme value distribution</text>\n",
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       "<!-- gumbel distribution&#45;&gt;generalized extreme value distribution -->\n",
       "<g id=\"edge179\" class=\"edge\">\n",
       "<title>gumbel distribution&#45;&gt;generalized extreme value distribution</title>\n",
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       "<!-- gompertz distribution -->\n",
       "<g id=\"node210\" class=\"node\">\n",
       "<title>gompertz distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11694.24\" cy=\"-3557\" rx=\"87.18\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11694.24\" y=\"-3553.3\" font-family=\"Times,serif\" font-size=\"14.00\">gompertz distribution</text>\n",
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       "<!-- gumbel distribution&#45;&gt;gompertz distribution -->\n",
       "<g id=\"edge180\" class=\"edge\">\n",
       "<title>gumbel distribution&#45;&gt;gompertz distribution</title>\n",
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       "<!-- dirichlet distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge90\" class=\"edge\">\n",
       "<title>dirichlet distribution&#45;&gt;beta distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M14128.38,-5875.02C14109.05,-5877.49 14087.87,-5879.99 14068.24,-5882 12217.67,-6071.31 9942.51,-6215.69 9502.01,-6242.51\"/>\n",
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       "<!-- multinomial distribution -->\n",
       "<g id=\"node20\" class=\"node\">\n",
       "<title>multinomial distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"14473.24\" cy=\"-5479\" rx=\"97.48\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"14473.24\" y=\"-5475.3\" font-family=\"Times,serif\" font-size=\"14.00\">multinomial distribution</text>\n",
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       "<!-- dirichlet distribution&#45;&gt;multinomial distribution -->\n",
       "<g id=\"edge92\" class=\"edge\">\n",
       "<title>dirichlet distribution&#45;&gt;multinomial distribution</title>\n",
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       "<!-- categorical distribution -->\n",
       "<g id=\"node61\" class=\"node\">\n",
       "<title>categorical distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"14438.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">categorical distribution</text>\n",
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       "<!-- dirichlet distribution&#45;&gt;categorical distribution -->\n",
       "<g id=\"edge91\" class=\"edge\">\n",
       "<title>dirichlet distribution&#45;&gt;categorical distribution</title>\n",
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       "<!-- prior distribution -->\n",
       "<g id=\"node112\" class=\"node\">\n",
       "<title>prior distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"12223.24\" y=\"-1630.3\" font-family=\"Times,serif\" font-size=\"14.00\">prior distribution</text>\n",
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       "<!-- dirichlet distribution&#45;&gt;prior distribution -->\n",
       "<g id=\"edge93\" class=\"edge\">\n",
       "<title>dirichlet distribution&#45;&gt;prior distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M14191.25,-5845.94C14172.01,-5738.27 14060.46,-5142.89 13870.24,-4692 13793.33,-4509.67 13569.07,-4054.56 13421.24,-3923 13132.81,-3666.31 12927,-3815.88 12625.24,-3575 12459.07,-3442.35 12415.18,-3389.36 12341.24,-3190 12249.11,-2941.57 12272.6,-2265.18 12252.24,-2001 12242.49,-1874.46 12230.37,-1723.36 12225.46,-1662.45\"/>\n",
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       "<!-- mixture distribution -->\n",
       "<g id=\"node16\" class=\"node\">\n",
       "<title>mixture distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"2001.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">mixture distribution</text>\n",
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       "<!-- mixture distribution&#45;&gt;normal distribution -->\n",
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       "<title>mixture distribution&#45;&gt;normal distribution</title>\n",
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       "<g id=\"edge290\" class=\"edge\">\n",
       "<title>mixture distribution&#45;&gt;exponential distribution</title>\n",
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       "<!-- mixture distribution&#45;&gt;multivariate normal distribution -->\n",
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       "<title>mixture distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<title>multivariate distribution</title>\n",
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       "<!-- mixture distribution&#45;&gt;multivariate distribution -->\n",
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       "<title>mixture distribution&#45;&gt;multivariate distribution</title>\n",
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       "<!-- compound probability distribution -->\n",
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       "<title>compound probability distribution</title>\n",
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       "<title>mixture distribution&#45;&gt;compound probability distribution</title>\n",
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       "<!-- mixture distribution&#45;&gt;discrete distribution -->\n",
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       "<title>mixture distribution&#45;&gt;discrete distribution</title>\n",
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       "<!-- multimodal distribution -->\n",
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       "<title>multimodal distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"2919.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">multimodal distribution</text>\n",
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       "<!-- mixture distribution&#45;&gt;multimodal distribution -->\n",
       "<g id=\"edge291\" class=\"edge\">\n",
       "<title>mixture distribution&#45;&gt;multimodal distribution</title>\n",
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       "<!-- bimodal distribution -->\n",
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       "<title>bimodal distribution</title>\n",
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       "<!-- mixture distribution&#45;&gt;bimodal distribution -->\n",
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       "<title>mixture distribution&#45;&gt;bimodal distribution</title>\n",
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       "<!-- beta&#45;binomial distribution -->\n",
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       "<title>beta&#45;binomial distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"14100.24\" y=\"-7013.3\" font-family=\"Times,serif\" font-size=\"14.00\">beta&#45;binomial distribution</text>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge12\" class=\"edge\">\n",
       "<title>beta&#45;binomial distribution&#45;&gt;beta distribution</title>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;dirichlet distribution -->\n",
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       "<title>beta&#45;binomial distribution&#45;&gt;dirichlet distribution</title>\n",
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       "<title>beta&#45;binomial distribution&#45;&gt;multinomial distribution</title>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;negative binomial distribution -->\n",
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       "<title>beta&#45;binomial distribution&#45;&gt;negative binomial distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution -->\n",
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       "<title>dirichlet&#45;multinomial distribution</title>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;dirichlet&#45;multinomial distribution -->\n",
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       "<title>beta&#45;binomial distribution&#45;&gt;dirichlet&#45;multinomial distribution</title>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;bernoulli distribution -->\n",
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       "<title>beta&#45;binomial distribution&#45;&gt;bernoulli distribution</title>\n",
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       "<!-- discrete uniform distribution -->\n",
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       "<title>discrete uniform distribution</title>\n",
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       "<!-- beta&#45;binomial distribution&#45;&gt;discrete uniform distribution -->\n",
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       "<title>beta&#45;binomial distribution&#45;&gt;discrete uniform distribution</title>\n",
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       "<!-- tweedie distribution&#45;&gt;normal distribution -->\n",
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       "<title>tweedie distribution&#45;&gt;normal distribution</title>\n",
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       "<title>tweedie distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- tweedie distribution&#45;&gt;poisson distribution -->\n",
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       "<title>tweedie distribution&#45;&gt;poisson distribution</title>\n",
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       "<!-- tweedie distribution&#45;&gt;compound poisson distribution -->\n",
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       "<title>tweedie distribution&#45;&gt;compound poisson distribution</title>\n",
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       "<title>tweedie distribution&#45;&gt;laplace distribution</title>\n",
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       "<title>tweedie distribution&#45;&gt;convergence in distribution</title>\n",
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       "<!-- inverse gaussian distribution -->\n",
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       "<title>inverse gaussian distribution</title>\n",
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       "<!-- tweedie distribution&#45;&gt;inverse gaussian distribution -->\n",
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       "<title>tweedie distribution&#45;&gt;inverse gaussian distribution</title>\n",
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       "<title>wigner semicircle distribution</title>\n",
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       "<!-- tweedie distribution&#45;&gt;wigner semicircle distribution -->\n",
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       "<!-- multinomial distribution&#45;&gt;binomial distribution -->\n",
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       "<title>multinomial distribution&#45;&gt;binomial distribution</title>\n",
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       "<!-- multinomial distribution&#45;&gt;bernoulli distribution -->\n",
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       "<title>multinomial distribution&#45;&gt;bernoulli distribution</title>\n",
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       "<!-- multinomial distribution&#45;&gt;categorical distribution -->\n",
       "<g id=\"edge297\" class=\"edge\">\n",
       "<title>multinomial distribution&#45;&gt;categorical distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M14468.62,-5460.59C14458.33,-5399.92 14439.56,-5197.46 14437.06,-5123.42\"/>\n",
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       "<!-- negative binomial distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge309\" class=\"edge\">\n",
       "<title>negative binomial distribution&#45;&gt;poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1459.18,-5846.13C1367.85,-5771.58 1003.83,-5460.05 852.24,-5113 711.29,-4790.29 752.24,-4679.15 752.24,-4327 752.24,-4327 752.24,-4327 752.24,-864 752.24,-685.46 754.09,-639.66 728.24,-463 709.43,-334.45 667.88,-184.53 650.33,-124.19\"/>\n",
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       "<!-- asymmetric laplace distribution -->\n",
       "<g id=\"node22\" class=\"node\">\n",
       "<title>asymmetric laplace distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"13340.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">asymmetric laplace distribution</text>\n",
       "</g>\n",
       "<!-- asymmetric laplace distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge3\" class=\"edge\">\n",
       "<title>asymmetric laplace distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13351.82,-4691.79C13385.05,-4641.21 13480.47,-4487.57 13513.24,-4344 13705.11,-3503.38 13525.24,-3266.24 13525.24,-2404 13525.24,-2404 13525.24,-2404 13525.24,-1249 13525.24,-1051.57 13477.09,-985.34 13336.24,-847 13117.57,-632.22 12750.52,-531.38 12595.19,-496.68\"/>\n",
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       "<!-- asymmetric laplace distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge4\" class=\"edge\">\n",
       "<title>asymmetric laplace distribution&#45;&gt;laplace distribution</title>\n",
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       "<!-- student&#39;s t&#45;distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge407\" class=\"edge\">\n",
       "<title>student&#39;s t&#45;distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9470.52,-3566.22C8994.47,-3616.45 6449.15,-3881.6 5961.15,-3931.8\"/>\n",
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       "<!-- generalised hyperbolic distribution -->\n",
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       "<title>generalised hyperbolic distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9558.24\" y=\"-3168.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalised hyperbolic distribution</text>\n",
       "</g>\n",
       "<!-- student&#39;s t&#45;distribution&#45;&gt;generalised hyperbolic distribution -->\n",
       "<g id=\"edge406\" class=\"edge\">\n",
       "<title>student&#39;s t&#45;distribution&#45;&gt;generalised hyperbolic distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9547.74,-3538.8C9549.47,-3478.3 9555.32,-3274.94 9557.45,-3200.55\"/>\n",
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       "<!-- logistic distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge249\" class=\"edge\">\n",
       "<title>logistic distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- tukey lambda distribution -->\n",
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       "<title>tukey lambda distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"10704.24\" y=\"-3168.3\" font-family=\"Times,serif\" font-size=\"14.00\">tukey lambda distribution</text>\n",
       "</g>\n",
       "<!-- logistic distribution&#45;&gt;tukey lambda distribution -->\n",
       "<g id=\"edge250\" class=\"edge\">\n",
       "<title>logistic distribution&#45;&gt;tukey lambda distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge83\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;beta distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M14381.72,-6620.18C14365.9,-6618.32 14349.61,-6616.51 14334.24,-6615 12371.63,-6421.91 9958.51,-6279.49 9502.49,-6253.33\"/>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;dirichlet distribution -->\n",
       "<g id=\"edge88\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;dirichlet distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;binomial distribution -->\n",
       "<g id=\"edge85\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;binomial distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;beta&#45;binomial distribution -->\n",
       "<g id=\"edge84\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;beta&#45;binomial distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;multinomial distribution -->\n",
       "<g id=\"edge89\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;multinomial distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;categorical distribution -->\n",
       "<g id=\"edge86\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;categorical distribution</title>\n",
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       "<!-- dirichlet&#45;multinomial distribution&#45;&gt;compound probability distribution -->\n",
       "<g id=\"edge87\" class=\"edge\">\n",
       "<title>dirichlet&#45;multinomial distribution&#45;&gt;compound probability distribution</title>\n",
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       "<!-- chi&#45;squared distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge55\" class=\"edge\">\n",
       "<title>chi&#45;squared distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- noncentral chi&#45;square distribution -->\n",
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       "<title>noncentral chi&#45;square distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9987.24\" y=\"-1246.3\" font-family=\"Times,serif\" font-size=\"14.00\">noncentral chi&#45;square distribution</text>\n",
       "</g>\n",
       "<!-- chi&#45;squared distribution&#45;&gt;noncentral chi&#45;square distribution -->\n",
       "<g id=\"edge56\" class=\"edge\">\n",
       "<title>chi&#45;squared distribution&#45;&gt;noncentral chi&#45;square distribution</title>\n",
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       "<!-- stable distribution&#45;&gt;normal distribution -->\n",
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       "<title>stable distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- stable distribution&#45;&gt;cauchy distribution -->\n",
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       "<title>stable distribution&#45;&gt;cauchy distribution</title>\n",
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       "<!-- bernoulli distribution&#45;&gt;binomial distribution -->\n",
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       "<title>bernoulli distribution&#45;&gt;binomial distribution</title>\n",
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       "<!-- matrix t&#45;distribution -->\n",
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       "<title>matrix t&#45;distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"7800.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">matrix t&#45;distribution</text>\n",
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       "<!-- matrix t&#45;distribution&#45;&gt;multivariate normal distribution -->\n",
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       "<title>matrix t&#45;distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<!-- multivariate t&#45;distribution -->\n",
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       "<title>multivariate t&#45;distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"8539.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">multivariate t&#45;distribution</text>\n",
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       "<!-- matrix t&#45;distribution&#45;&gt;multivariate t&#45;distribution -->\n",
       "<g id=\"edge271\" class=\"edge\">\n",
       "<title>matrix t&#45;distribution&#45;&gt;multivariate t&#45;distribution</title>\n",
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       "<!-- compound distribution -->\n",
       "<g id=\"node46\" class=\"node\">\n",
       "<title>compound distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"6727.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">compound distribution</text>\n",
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       "<!-- matrix t&#45;distribution&#45;&gt;compound distribution -->\n",
       "<g id=\"edge267\" class=\"edge\">\n",
       "<title>matrix t&#45;distribution&#45;&gt;compound distribution</title>\n",
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       "<!-- matrix normal distribution -->\n",
       "<g id=\"node77\" class=\"node\">\n",
       "<title>matrix normal distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"6513.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">matrix normal distribution</text>\n",
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       "<!-- matrix t&#45;distribution&#45;&gt;matrix normal distribution -->\n",
       "<g id=\"edge269\" class=\"edge\">\n",
       "<title>matrix t&#45;distribution&#45;&gt;matrix normal distribution</title>\n",
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       "<!-- inverse wishart distribution -->\n",
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       "<title>inverse wishart distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"7800.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">inverse wishart distribution</text>\n",
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       "<!-- matrix t&#45;distribution&#45;&gt;inverse wishart distribution -->\n",
       "<g id=\"edge268\" class=\"edge\">\n",
       "<title>matrix t&#45;distribution&#45;&gt;inverse wishart distribution</title>\n",
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       "<!-- posterior predictive distribution -->\n",
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       "<title>posterior predictive distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"8781.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">posterior predictive distribution</text>\n",
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       "<!-- matrix t&#45;distribution&#45;&gt;posterior predictive distribution -->\n",
       "<g id=\"edge272\" class=\"edge\">\n",
       "<title>matrix t&#45;distribution&#45;&gt;posterior predictive distribution</title>\n",
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       "<title>log&#45;normal distribution&#45;&gt;maximum entropy probability distribution</title>\n",
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       "<title>quantile&#45;parameterized distribution&#45;&gt;beta distribution</title>\n",
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       "<!-- quantile&#45;parameterized distribution&#45;&gt;pearson distribution -->\n",
       "<g id=\"edge369\" class=\"edge\">\n",
       "<title>quantile&#45;parameterized distribution&#45;&gt;pearson distribution</title>\n",
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       "<!-- quantile&#45;parameterized distribution&#45;&gt;metalog distribution -->\n",
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       "<title>quantile&#45;parameterized distribution&#45;&gt;metalog distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2899.79,-4720.77C2928.3,-4723.34 2958.96,-4725.95 2987.24,-4728 5866.56,-4936.27 6598.59,-4812.09 9473.24,-5077 9488.58,-5078.41 9504.9,-5080.27 9520.43,-5082.23\"/>\n",
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       "<!-- quantile&#45;parameterized distribution&#45;&gt;log&#45;normal distribution -->\n",
       "<g id=\"edge366\" class=\"edge\">\n",
       "<title>quantile&#45;parameterized distribution&#45;&gt;log&#45;normal distribution</title>\n",
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       "<title>chi distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9213.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">chi distribution</text>\n",
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       "<!-- chi distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge59\" class=\"edge\">\n",
       "<title>chi distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- chi distribution&#45;&gt;chi&#45;squared distribution -->\n",
       "<g id=\"edge57\" class=\"edge\">\n",
       "<title>chi distribution&#45;&gt;chi&#45;squared distribution</title>\n",
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       "<!-- maxwell–boltzmann distribution -->\n",
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       "<title>maxwell–boltzmann distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"13345.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">maxwell–boltzmann distribution</text>\n",
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       "<!-- chi distribution&#45;&gt;maxwell–boltzmann distribution -->\n",
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       "<title>chi distribution&#45;&gt;maxwell–boltzmann distribution</title>\n",
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       "<!-- rayleigh distribution -->\n",
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       "<title>rayleigh distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"7131.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">rayleigh distribution</text>\n",
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       "<!-- chi distribution&#45;&gt;rayleigh distribution -->\n",
       "<g id=\"edge60\" class=\"edge\">\n",
       "<title>chi distribution&#45;&gt;rayleigh distribution</title>\n",
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       "<!-- log&#45;logistic distribution -->\n",
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       "<title>log&#45;logistic distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"11620.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">log&#45;logistic distribution</text>\n",
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       "<!-- log&#45;logistic distribution&#45;&gt;logistic distribution -->\n",
       "<g id=\"edge243\" class=\"edge\">\n",
       "<title>log&#45;logistic distribution&#45;&gt;logistic distribution</title>\n",
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       "<!-- log&#45;logistic distribution&#45;&gt;log&#45;normal distribution -->\n",
       "<g id=\"edge242\" class=\"edge\">\n",
       "<title>log&#45;logistic distribution&#45;&gt;log&#45;normal distribution</title>\n",
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       "<!-- income distribution -->\n",
       "<g id=\"node140\" class=\"node\">\n",
       "<title>income distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"11192.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">income distribution</text>\n",
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       "<!-- log&#45;logistic distribution&#45;&gt;income distribution -->\n",
       "<g id=\"edge241\" class=\"edge\">\n",
       "<title>log&#45;logistic distribution&#45;&gt;income distribution</title>\n",
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       "<!-- heavy&#45;tailed distribution -->\n",
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       "<title>heavy&#45;tailed distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"12447.24\" y=\"-3168.3\" font-family=\"Times,serif\" font-size=\"14.00\">heavy&#45;tailed distribution</text>\n",
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       "<!-- log&#45;logistic distribution&#45;&gt;heavy&#45;tailed distribution -->\n",
       "<g id=\"edge240\" class=\"edge\">\n",
       "<title>log&#45;logistic distribution&#45;&gt;heavy&#45;tailed distribution</title>\n",
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       "<!-- matrix gamma distribution -->\n",
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       "<title>matrix gamma distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"6513.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">matrix gamma distribution</text>\n",
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       "<!-- matrix gamma distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge261\" class=\"edge\">\n",
       "<title>matrix gamma distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- matrix gamma distribution&#45;&gt;multivariate normal distribution -->\n",
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       "<title>matrix gamma distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<!-- matrix gamma distribution&#45;&gt;compound distribution -->\n",
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       "<title>matrix gamma distribution&#45;&gt;compound distribution</title>\n",
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       "<!-- matrix gamma distribution&#45;&gt;matrix normal distribution -->\n",
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       "<title>matrix gamma distribution&#45;&gt;matrix normal distribution</title>\n",
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       "<!-- wishart distribution -->\n",
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       "<title>wishart distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"8042.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">wishart distribution</text>\n",
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       "<!-- matrix gamma distribution&#45;&gt;wishart distribution -->\n",
       "<g id=\"edge265\" class=\"edge\">\n",
       "<title>matrix gamma distribution&#45;&gt;wishart distribution</title>\n",
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       "<!-- generalized matrix t&#45;distribution -->\n",
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       "<title>generalized matrix t&#45;distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"5690.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalized matrix t&#45;distribution</text>\n",
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       "<!-- matrix gamma distribution&#45;&gt;generalized matrix t&#45;distribution -->\n",
       "<g id=\"edge262\" class=\"edge\">\n",
       "<title>matrix gamma distribution&#45;&gt;generalized matrix t&#45;distribution</title>\n",
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       "<!-- wrapped distribution -->\n",
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       "<title>wrapped distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"13328.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">wrapped distribution</text>\n",
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       "<!-- hypergeometric distribution&#45;&gt;binomial distribution -->\n",
       "<g id=\"edge202\" class=\"edge\">\n",
       "<title>hypergeometric distribution&#45;&gt;binomial distribution</title>\n",
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       "<!-- trapezoidal distribution -->\n",
       "<g id=\"node38\" class=\"node\">\n",
       "<title>trapezoidal distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"3474.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">trapezoidal distribution</text>\n",
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       "<!-- trapezoidal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge411\" class=\"edge\">\n",
       "<title>trapezoidal distribution&#45;&gt;normal distribution</title>\n",
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       "<title>trapezoidal distribution&#45;&gt;poisson distribution</title>\n",
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       "<title>trapezoidal distribution&#45;&gt;bates distribution</title>\n",
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       "<title>trapezoidal distribution&#45;&gt;irwin–hall distribution</title>\n",
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       "<title>trapezoidal distribution&#45;&gt;multimodal distribution</title>\n",
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       "<title>triangular distribution</title>\n",
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       "<!-- trapezoidal distribution&#45;&gt;triangular distribution -->\n",
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       "<title>trapezoidal distribution&#45;&gt;triangular distribution</title>\n",
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       "<title>inverse matrix gamma distribution</title>\n",
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       "<!-- inverse matrix gamma distribution&#45;&gt;multivariate normal distribution -->\n",
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       "<title>inverse matrix gamma distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<title>inverse matrix gamma distribution&#45;&gt;compound distribution</title>\n",
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       "<!-- inverse matrix gamma distribution&#45;&gt;matrix normal distribution -->\n",
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       "<title>inverse matrix gamma distribution&#45;&gt;matrix normal distribution</title>\n",
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       "<!-- inverse matrix gamma distribution&#45;&gt;generalized matrix t&#45;distribution -->\n",
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       "<title>inverse matrix gamma distribution&#45;&gt;generalized matrix t&#45;distribution</title>\n",
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       "<!-- inverse matrix gamma distribution&#45;&gt;inverse gamma distribution -->\n",
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       "<title>inverse matrix gamma distribution&#45;&gt;inverse gamma distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"5880.24\" y=\"-2399.3\" font-family=\"Times,serif\" font-size=\"14.00\">scaled inverse chi&#45;squared distribution</text>\n",
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       "<!-- inverse&#45;gamma distribution&#45;&gt;scaled inverse chi&#45;squared distribution -->\n",
       "<g id=\"edge214\" class=\"edge\">\n",
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       "<title>von mises distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"3367.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">von mises distribution</text>\n",
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       "<!-- von mises distribution&#45;&gt;normal distribution -->\n",
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       "<title>von mises distribution&#45;&gt;normal distribution</title>\n",
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       "<title>von mises–fisher distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"5085.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">von mises–fisher distribution</text>\n",
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       "<!-- von mises distribution&#45;&gt;von mises–fisher distribution -->\n",
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       "<title>von mises distribution&#45;&gt;von mises–fisher distribution</title>\n",
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       "<!-- von mises distribution&#45;&gt;maximum entropy probability distribution -->\n",
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       "<title>von mises distribution&#45;&gt;maximum entropy probability distribution</title>\n",
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       "<!-- wrapped normal distribution -->\n",
       "<g id=\"node82\" class=\"node\">\n",
       "<title>wrapped normal distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9736.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">wrapped normal distribution</text>\n",
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       "<!-- von mises distribution&#45;&gt;wrapped normal distribution -->\n",
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       "<title>von mises distribution&#45;&gt;wrapped normal distribution</title>\n",
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       "<!-- rectified gaussian distribution -->\n",
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       "<title>rectified gaussian distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"14112.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">rectified gaussian distribution</text>\n",
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       "<!-- rectified gaussian distribution&#45;&gt;continuous distribution -->\n",
       "<g id=\"edge376\" class=\"edge\">\n",
       "<title>rectified gaussian distribution&#45;&gt;continuous distribution</title>\n",
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       "<!-- rectified gaussian distribution&#45;&gt;discrete distribution -->\n",
       "<g id=\"edge377\" class=\"edge\">\n",
       "<title>rectified gaussian distribution&#45;&gt;discrete distribution</title>\n",
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       "<title>standard normal distribution</title>\n",
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       "<!-- rectified gaussian distribution&#45;&gt;standard normal distribution -->\n",
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       "<title>rectified gaussian distribution&#45;&gt;standard normal distribution</title>\n",
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       "<title>truncated gaussian distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"13874.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">truncated gaussian distribution</text>\n",
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       "<!-- rectified gaussian distribution&#45;&gt;truncated gaussian distribution -->\n",
       "<g id=\"edge380\" class=\"edge\">\n",
       "<title>rectified gaussian distribution&#45;&gt;truncated gaussian distribution</title>\n",
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       "<title>gaussian distribution</title>\n",
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       "<!-- rectified gaussian distribution&#45;&gt;gaussian distribution -->\n",
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       "<title>rectified gaussian distribution&#45;&gt;gaussian distribution</title>\n",
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       "<title>noncentral f&#45;distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"10358.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">noncentral f&#45;distribution</text>\n",
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       "<!-- noncentral f&#45;distribution&#45;&gt;chi&#45;squared distribution -->\n",
       "<g id=\"edge313\" class=\"edge\">\n",
       "<title>noncentral f&#45;distribution&#45;&gt;chi&#45;squared distribution</title>\n",
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       "<title>noncentral chi&#45;squared distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"10588.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">noncentral chi&#45;squared distribution</text>\n",
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       "<!-- noncentral f&#45;distribution&#45;&gt;noncentral chi&#45;squared distribution -->\n",
       "<g id=\"edge315\" class=\"edge\">\n",
       "<title>noncentral f&#45;distribution&#45;&gt;noncentral chi&#45;squared distribution</title>\n",
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       "<!-- noncentral f&#45;distribution&#45;&gt;f&#45;distribution -->\n",
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       "<title>noncentral f&#45;distribution&#45;&gt;f&#45;distribution</title>\n",
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       "<title>noncentral distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"10469.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">noncentral distribution</text>\n",
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       "<!-- noncentral f&#45;distribution&#45;&gt;noncentral distribution -->\n",
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       "<title>noncentral f&#45;distribution&#45;&gt;noncentral distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"10188.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">noncentral t&#45;distribution</text>\n",
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       "<!-- noncentral f&#45;distribution&#45;&gt;noncentral t&#45;distribution -->\n",
       "<g id=\"edge317\" class=\"edge\">\n",
       "<title>noncentral f&#45;distribution&#45;&gt;noncentral t&#45;distribution</title>\n",
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       "<g id=\"edge307\" class=\"edge\">\n",
       "<title>multivariate t&#45;distribution&#45;&gt;student&#39;s t&#45;distribution</title>\n",
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       "<!-- multivariate t&#45;distribution&#45;&gt;matrix t&#45;distribution -->\n",
       "<g id=\"edge305\" class=\"edge\">\n",
       "<title>multivariate t&#45;distribution&#45;&gt;matrix t&#45;distribution</title>\n",
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       "<title>multivariate probability distribution</title>\n",
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       "<!-- multivariate t&#45;distribution&#45;&gt;multivariate probability distribution -->\n",
       "<g id=\"edge306\" class=\"edge\">\n",
       "<title>multivariate t&#45;distribution&#45;&gt;multivariate probability distribution</title>\n",
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       "<!-- erlang distribution&#45;&gt;exponential distribution -->\n",
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       "<title>erlang distribution&#45;&gt;exponential distribution</title>\n",
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       "<title>erlang distribution&#45;&gt;gamma distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"14434.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">fisher&#39;s noncentral hypergeometric distribution</text>\n",
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       "<!-- fisher&#39;s noncentral hypergeometric distribution&#45;&gt;binomial distribution -->\n",
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       "<title>fisher&#39;s noncentral hypergeometric distribution&#45;&gt;binomial distribution</title>\n",
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       "<!-- fisher&#39;s noncentral hypergeometric distribution&#45;&gt;hypergeometric distribution -->\n",
       "<g id=\"edge121\" class=\"edge\">\n",
       "<title>fisher&#39;s noncentral hypergeometric distribution&#45;&gt;hypergeometric distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M14423.19,-3922.83C14390.72,-3871.77 14294.39,-3715.61 14238.24,-3575 14183.84,-3438.78 14146.62,-3266.23 14133.49,-3200.29\"/>\n",
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       "<!-- conditional probability distribution -->\n",
       "<g id=\"node72\" class=\"node\">\n",
       "<title>conditional probability distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11933.24\" cy=\"-3557\" rx=\"133.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11933.24\" y=\"-3553.3\" font-family=\"Times,serif\" font-size=\"14.00\">conditional probability distribution</text>\n",
       "</g>\n",
       "<!-- fisher&#39;s noncentral hypergeometric distribution&#45;&gt;conditional probability distribution -->\n",
       "<g id=\"edge120\" class=\"edge\">\n",
       "<title>fisher&#39;s noncentral hypergeometric distribution&#45;&gt;conditional probability distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M14340.77,-3925.72C13946.88,-3865.56 12424.51,-3633.04 12028.07,-3572.48\"/>\n",
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       "<!-- wallenius&#39; noncentral hypergeometric distribution -->\n",
       "<g id=\"node109\" class=\"node\">\n",
       "<title>wallenius&#39; noncentral hypergeometric distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"14434.24\" cy=\"-3557\" rx=\"186.57\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"14434.24\" y=\"-3553.3\" font-family=\"Times,serif\" font-size=\"14.00\">wallenius&#39; noncentral hypergeometric distribution</text>\n",
       "</g>\n",
       "<!-- fisher&#39;s noncentral hypergeometric distribution&#45;&gt;wallenius&#39; noncentral hypergeometric distribution -->\n",
       "<g id=\"edge122\" class=\"edge\">\n",
       "<title>fisher&#39;s noncentral hypergeometric distribution&#45;&gt;wallenius&#39; noncentral hypergeometric distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M14431.21,-3922.59C14426.49,-3861.92 14426.26,-3659.46 14430.54,-3585.42\"/>\n",
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       "<!-- fréchet distribution -->\n",
       "<g id=\"node48\" class=\"node\">\n",
       "<title>fréchet distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11083.24\" cy=\"-3172\" rx=\"77.99\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11083.24\" y=\"-3168.3\" font-family=\"Times,serif\" font-size=\"14.00\">fréchet distribution</text>\n",
       "</g>\n",
       "<!-- fréchet distribution&#45;&gt;generalized extreme value distribution -->\n",
       "<g id=\"edge129\" class=\"edge\">\n",
       "<title>fréchet distribution&#45;&gt;generalized extreme value distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M11095.52,-3190.15C11133.16,-3250.95 11244.43,-3456.45 11279.68,-3529.75\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"11276.52,-3531.25 11283.96,-3538.8 11282.85,-3528.26 11276.52,-3531.25\"/>\n",
       "</g>\n",
       "<!-- fisher–tippett distribution -->\n",
       "<g id=\"node71\" class=\"node\">\n",
       "<title>fisher–tippett distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11083.24\" cy=\"-2788\" rx=\"100.18\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11083.24\" y=\"-2784.3\" font-family=\"Times,serif\" font-size=\"14.00\">fisher–tippett distribution</text>\n",
       "</g>\n",
       "<!-- fréchet distribution&#45;&gt;fisher–tippett distribution -->\n",
       "<g id=\"edge128\" class=\"edge\">\n",
       "<title>fréchet distribution&#45;&gt;fisher–tippett distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M11080.21,-3153.59C11075.49,-3092.92 11075.26,-2890.46 11079.54,-2816.42\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"11083.06,-2816.28 11080.24,-2806.07 11076.08,-2815.82 11083.06,-2816.28\"/>\n",
       "</g>\n",
       "<!-- bates distribution&#45;&gt;irwin–hall distribution -->\n",
       "<g id=\"edge6\" class=\"edge\">\n",
       "<title>bates distribution&#45;&gt;irwin–hall distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3789.24,-4696.72C4021.38,-4640.17 5009.83,-4404.89 5277.95,-4342.33\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5278.99,-4345.69 5287.93,-4340.01 5277.4,-4338.87 5278.99,-4345.69\"/>\n",
       "</g>\n",
       "<!-- bates distribution&#45;&gt;continuous uniform distribution -->\n",
       "<g id=\"edge5\" class=\"edge\">\n",
       "<title>bates distribution&#45;&gt;continuous uniform distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3793.7,-4697.88C4054.09,-4643.7 5189.55,-4407.46 5498.43,-4343.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5499.56,-4346.53 5508.63,-4341.07 5498.13,-4339.68 5499.56,-4346.53\"/>\n",
       "</g>\n",
       "<!-- hypoexponential distribution -->\n",
       "<g id=\"node50\" class=\"node\">\n",
       "<title>hypoexponential distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"12712.24\" cy=\"-3172\" rx=\"112.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"12712.24\" y=\"-3168.3\" font-family=\"Times,serif\" font-size=\"14.00\">hypoexponential distribution</text>\n",
       "</g>\n",
       "<!-- hypoexponential distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge205\" class=\"edge\">\n",
       "<title>hypoexponential distribution&#45;&gt;exponential distribution</title>\n",
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       "<!-- hypoexponential distribution&#45;&gt;erlang distribution -->\n",
       "<g id=\"edge204\" class=\"edge\">\n",
       "<title>hypoexponential distribution&#45;&gt;erlang distribution</title>\n",
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       "<!-- hypoexponential distribution&#45;&gt;continuous distribution -->\n",
       "<g id=\"edge203\" class=\"edge\">\n",
       "<title>hypoexponential distribution&#45;&gt;continuous distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"13599.53,-2811.5 13607.46,-2804.47 13596.88,-2805.02 13599.53,-2811.5\"/>\n",
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       "<!-- hyper&#45;exponential distribution -->\n",
       "<g id=\"node232\" class=\"node\">\n",
       "<title>hyper&#45;exponential distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"12668.24\" cy=\"-2788\" rx=\"117.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"12668.24\" y=\"-2784.3\" font-family=\"Times,serif\" font-size=\"14.00\">hyper&#45;exponential distribution</text>\n",
       "</g>\n",
       "<!-- hypoexponential distribution&#45;&gt;hyper&#45;exponential distribution -->\n",
       "<g id=\"edge206\" class=\"edge\">\n",
       "<title>hypoexponential distribution&#45;&gt;hyper&#45;exponential distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"12674.83,-2815.61 12670.21,-2806.07 12667.88,-2816.41 12674.83,-2815.61\"/>\n",
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       "<!-- irwin–hall distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge223\" class=\"edge\">\n",
       "<title>irwin–hall distribution&#45;&gt;normal distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"5851.25,-3967.06 5857.34,-3958.4 5847.17,-3961.37 5851.25,-3967.06\"/>\n",
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       "<!-- irwin–hall distribution&#45;&gt;bates distribution -->\n",
       "<g id=\"edge222\" class=\"edge\">\n",
       "<title>irwin–hall distribution&#45;&gt;bates distribution</title>\n",
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       "<!-- generalized extreme value distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge147\" class=\"edge\">\n",
       "<title>generalized extreme value distribution&#45;&gt;weibull distribution</title>\n",
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       "<!-- generalized extreme value distribution&#45;&gt;gumbel distribution -->\n",
       "<g id=\"edge146\" class=\"edge\">\n",
       "<title>generalized extreme value distribution&#45;&gt;gumbel distribution</title>\n",
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       "<!-- generalized extreme value distribution&#45;&gt;fréchet distribution -->\n",
       "<g id=\"edge145\" class=\"edge\">\n",
       "<title>generalized extreme value distribution&#45;&gt;fréchet distribution</title>\n",
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       "<!-- burr distribution -->\n",
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       "<title>burr distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"11839.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">burr distribution</text>\n",
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       "<!-- burr distribution&#45;&gt;log&#45;logistic distribution -->\n",
       "<g id=\"edge43\" class=\"edge\">\n",
       "<title>burr distribution&#45;&gt;log&#45;logistic distribution</title>\n",
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       "<!-- champernowne distribution -->\n",
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       "<title>champernowne distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"11839.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">champernowne distribution</text>\n",
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       "<!-- burr distribution&#45;&gt;champernowne distribution -->\n",
       "<g id=\"edge41\" class=\"edge\">\n",
       "<title>burr distribution&#45;&gt;champernowne distribution</title>\n",
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       "<!-- pareto distribution -->\n",
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       "<title>pareto distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"12947.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">pareto distribution</text>\n",
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       "<!-- burr distribution&#45;&gt;pareto distribution -->\n",
       "<g id=\"edge44\" class=\"edge\">\n",
       "<title>burr distribution&#45;&gt;pareto distribution</title>\n",
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       "<!-- fisk distribution -->\n",
       "<g id=\"node145\" class=\"node\">\n",
       "<title>fisk distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"11432.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">fisk distribution</text>\n",
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       "<!-- burr distribution&#45;&gt;fisk distribution -->\n",
       "<g id=\"edge42\" class=\"edge\">\n",
       "<title>burr distribution&#45;&gt;fisk distribution</title>\n",
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       "<!-- inverse&#45;chi&#45;squared distribution -->\n",
       "<g id=\"node54\" class=\"node\">\n",
       "<title>inverse&#45;chi&#45;squared distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"7133.24\" y=\"-2015.3\" font-family=\"Times,serif\" font-size=\"14.00\">inverse&#45;chi&#45;squared distribution</text>\n",
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       "<!-- inverse&#45;chi&#45;squared distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge209\" class=\"edge\">\n",
       "<title>inverse&#45;chi&#45;squared distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- inverse&#45;chi&#45;squared distribution&#45;&gt;chi&#45;squared distribution -->\n",
       "<g id=\"edge208\" class=\"edge\">\n",
       "<title>inverse&#45;chi&#45;squared distribution&#45;&gt;chi&#45;squared distribution</title>\n",
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       "<!-- inverse&#45;chi&#45;squared distribution&#45;&gt;prior distribution -->\n",
       "<g id=\"edge211\" class=\"edge\">\n",
       "<title>inverse&#45;chi&#45;squared distribution&#45;&gt;prior distribution</title>\n",
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       "<!-- inverse&#45;chi&#45;squared distribution&#45;&gt;posterior distribution -->\n",
       "<g id=\"edge210\" class=\"edge\">\n",
       "<title>inverse&#45;chi&#45;squared distribution&#45;&gt;posterior distribution</title>\n",
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       "<title>generalized inverse gaussian distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9579.24\" y=\"-2784.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalized inverse gaussian distribution</text>\n",
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       "<!-- generalised hyperbolic distribution&#45;&gt;generalized inverse gaussian distribution -->\n",
       "<g id=\"edge137\" class=\"edge\">\n",
       "<title>generalised hyperbolic distribution&#45;&gt;generalized inverse gaussian distribution</title>\n",
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       "<title>beta prime distribution&#45;&gt;beta distribution</title>\n",
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       "<title>beta prime distribution&#45;&gt;pearson distribution</title>\n",
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       "<title>beta prime distribution&#45;&gt;conjugate prior distribution</title>\n",
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       "<title>generalized multivariate log&#45;gamma distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"11775.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalized multivariate log&#45;gamma distribution</text>\n",
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       "<!-- generalized multivariate log&#45;gamma distribution&#45;&gt;normal distribution -->\n",
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       "<title>generalized multivariate log&#45;gamma distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- generalized multivariate log&#45;gamma distribution&#45;&gt;gumbel distribution -->\n",
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       "<title>generalized multivariate log&#45;gamma distribution&#45;&gt;gumbel distribution</title>\n",
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       "<!-- generalized multivariate log&#45;gamma distribution&#45;&gt;multivariate distribution -->\n",
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       "<title>generalized multivariate log&#45;gamma distribution&#45;&gt;multivariate distribution</title>\n",
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       "<!-- generalized multivariate log&#45;gamma distribution&#45;&gt;prior distribution -->\n",
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       "<title>generalized multivariate log&#45;gamma distribution&#45;&gt;prior distribution</title>\n",
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       "<!-- type i extreme value distribution -->\n",
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       "<title>type i extreme value distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"12130.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">type i extreme value distribution</text>\n",
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       "<!-- generalized multivariate log&#45;gamma distribution&#45;&gt;type i extreme value distribution -->\n",
       "<g id=\"edge158\" class=\"edge\">\n",
       "<title>generalized multivariate log&#45;gamma distribution&#45;&gt;type i extreme value distribution</title>\n",
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       "<!-- scaled inverse chi&#45;squared distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge390\" class=\"edge\">\n",
       "<title>scaled inverse chi&#45;squared distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- scaled inverse chi&#45;squared distribution&#45;&gt;inverse&#45;gamma distribution -->\n",
       "<g id=\"edge388\" class=\"edge\">\n",
       "<title>scaled inverse chi&#45;squared distribution&#45;&gt;inverse&#45;gamma distribution</title>\n",
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       "<!-- scaled inverse chi&#45;squared distribution&#45;&gt;inverse&#45;chi&#45;squared distribution -->\n",
       "<g id=\"edge387\" class=\"edge\">\n",
       "<title>scaled inverse chi&#45;squared distribution&#45;&gt;inverse&#45;chi&#45;squared distribution</title>\n",
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       "<!-- scaled inverse chi&#45;squared distribution&#45;&gt;maximum entropy probability distribution -->\n",
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       "<title>scaled inverse chi&#45;squared distribution&#45;&gt;maximum entropy probability distribution</title>\n",
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       "<!-- noncentral chi&#45;squared distribution&#45;&gt;noncentral distribution -->\n",
       "<g id=\"edge323\" class=\"edge\">\n",
       "<title>noncentral chi&#45;squared distribution&#45;&gt;noncentral distribution</title>\n",
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       "<!-- noncentral chi&#45;squared distribution&#45;&gt;chi&#45;square distribution -->\n",
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       "<title>noncentral chi&#45;squared distribution&#45;&gt;chi&#45;square distribution</title>\n",
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       "<!-- lévy distribution&#45;&gt;stable distribution -->\n",
       "<g id=\"edge254\" class=\"edge\">\n",
       "<title>lévy distribution&#45;&gt;stable distribution</title>\n",
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       "<!-- lévy distribution&#45;&gt;inverse&#45;gamma distribution -->\n",
       "<g id=\"edge253\" class=\"edge\">\n",
       "<title>lévy distribution&#45;&gt;inverse&#45;gamma distribution</title>\n",
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       "<!-- categorical distribution&#45;&gt;multinomial distribution -->\n",
       "<g id=\"edge47\" class=\"edge\">\n",
       "<title>categorical distribution&#45;&gt;multinomial distribution</title>\n",
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       "<!-- categorical distribution&#45;&gt;bernoulli distribution -->\n",
       "<g id=\"edge46\" class=\"edge\">\n",
       "<title>categorical distribution&#45;&gt;bernoulli distribution</title>\n",
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       "<!-- hyperexponential distribution -->\n",
       "<g id=\"node62\" class=\"node\">\n",
       "<title>hyperexponential distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"12748.24\" y=\"-3553.3\" font-family=\"Times,serif\" font-size=\"14.00\">hyperexponential distribution</text>\n",
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       "<!-- hyperexponential distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge197\" class=\"edge\">\n",
       "<title>hyperexponential distribution&#45;&gt;exponential distribution</title>\n",
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       "<!-- hyperexponential distribution&#45;&gt;geometric distribution -->\n",
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       "<title>hyperexponential distribution&#45;&gt;geometric distribution</title>\n",
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       "<!-- hyperexponential distribution&#45;&gt;hypergeometric distribution -->\n",
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       "<title>hyperexponential distribution&#45;&gt;hypergeometric distribution</title>\n",
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       "<!-- hyperexponential distribution&#45;&gt;hypoexponential distribution -->\n",
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       "<title>hyperexponential distribution&#45;&gt;hypoexponential distribution</title>\n",
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       "<!-- hyperexponential distribution&#45;&gt;heavy&#45;tailed distribution -->\n",
       "<g id=\"edge199\" class=\"edge\">\n",
       "<title>hyperexponential distribution&#45;&gt;heavy&#45;tailed distribution</title>\n",
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       "<!-- generalized gamma distribution&#45;&gt;exponential distribution -->\n",
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       "<title>generalized gamma distribution&#45;&gt;exponential distribution</title>\n",
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       "<!-- generalized gamma distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge149\" class=\"edge\">\n",
       "<title>generalized gamma distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- generalized gamma distribution&#45;&gt;weibull distribution -->\n",
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       "<title>generalized gamma distribution&#45;&gt;weibull distribution</title>\n",
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       "<!-- half&#45;normal distribution -->\n",
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       "<title>half&#45;normal distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"7248.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">half&#45;normal distribution</text>\n",
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       "<!-- generalized gamma distribution&#45;&gt;half&#45;normal distribution -->\n",
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       "<title>generalized gamma distribution&#45;&gt;half&#45;normal distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"7499.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalized chi&#45;squared distribution</text>\n",
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       "<!-- generalized chi&#45;squared distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge144\" class=\"edge\">\n",
       "<title>generalized chi&#45;squared distribution&#45;&gt;normal distribution</title>\n",
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       "<title>generalized chi&#45;squared distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- generalized chi&#45;squared distribution&#45;&gt;multivariate normal distribution -->\n",
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       "<title>generalized chi&#45;squared distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<!-- generalized chi&#45;squared distribution&#45;&gt;noncentral chi&#45;squared distribution -->\n",
       "<g id=\"edge143\" class=\"edge\">\n",
       "<title>generalized chi&#45;squared distribution&#45;&gt;noncentral chi&#45;squared distribution</title>\n",
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       "<!-- variance&#45;gamma distribution -->\n",
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       "<title>variance&#45;gamma distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9522.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">variance&#45;gamma distribution</text>\n",
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       "<!-- variance&#45;gamma distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge428\" class=\"edge\">\n",
       "<title>variance&#45;gamma distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- variance&#45;gamma distribution&#45;&gt;gamma distribution -->\n",
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       "<title>variance&#45;gamma distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- variance&#45;gamma distribution&#45;&gt;laplace distribution -->\n",
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       "<title>variance&#45;gamma distribution&#45;&gt;laplace distribution</title>\n",
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       "<title>elliptical distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"6908.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">elliptical distribution</text>\n",
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       "<!-- elliptical distribution&#45;&gt;multivariate normal distribution -->\n",
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       "<title>elliptical distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<title>elliptical distribution&#45;&gt;cauchy distribution</title>\n",
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       "</g>\n",
       "<!-- elliptical distribution&#45;&gt;multivariate t&#45;distribution -->\n",
       "<g id=\"edge104\" class=\"edge\">\n",
       "<title>elliptical distribution&#45;&gt;multivariate t&#45;distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6962.98,-5081.15C7207.46,-5023.74 8199.46,-4790.79 8470.51,-4727.14\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8471.67,-4730.46 8480.61,-4724.77 8470.07,-4723.65 8471.67,-4730.46\"/>\n",
       "</g>\n",
       "<!-- elliptical distribution&#45;&gt;symmetric distribution -->\n",
       "<g id=\"edge105\" class=\"edge\">\n",
       "<title>elliptical distribution&#45;&gt;symmetric distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6910.85,-5076.8C6920.03,-5016.17 6950.93,-4812.1 6962.14,-4738.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6965.61,-4738.56 6963.65,-4728.15 6958.69,-4737.52 6965.61,-4738.56\"/>\n",
       "</g>\n",
       "<!-- shape of the distribution -->\n",
       "<g id=\"node67\" class=\"node\">\n",
       "<title>shape of the distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"7681.24\" cy=\"-4326\" rx=\"96.68\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"7681.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">shape of the distribution</text>\n",
       "</g>\n",
       "<!-- shape of the distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge393\" class=\"edge\">\n",
       "<title>shape of the distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7620.03,-4311.98C7345.69,-4253.64 6230.4,-4016.46 5946.33,-3956.05\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5946.69,-3952.55 5936.18,-3953.9 5945.23,-3959.4 5946.69,-3952.55\"/>\n",
       "</g>\n",
       "<!-- shape of the distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge392\" class=\"edge\">\n",
       "<title>shape of the distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7730.99,-4310.5C7979.15,-4235.77 9095.26,-3871.06 9701.24,-3190 10199.05,-2630.52 10350.24,-2383.89 10350.24,-1635 10350.24,-1635 10350.24,-1635 10350.24,-1249 10350.24,-983.46 10555.85,-967.97 10792.24,-847 11358.41,-557.28 12141.33,-497.44 12419.3,-485.15\"/>\n",
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       "</g>\n",
       "<!-- shape of the distribution&#45;&gt;pareto distribution -->\n",
       "<g id=\"edge394\" class=\"edge\">\n",
       "<title>shape of the distribution&#45;&gt;pareto distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7765.02,-4316.8C7795.89,-4313.88 7831.14,-4310.65 7863.24,-4308 9894.3,-4140.05 12385.52,-3978.08 12865.23,-3947.25\"/>\n",
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       "<!-- shape of the distribution&#45;&gt;bimodal distribution -->\n",
       "<g id=\"edge391\" class=\"edge\">\n",
       "<title>shape of the distribution&#45;&gt;bimodal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7612.94,-4313.16C7600.42,-4311.25 7587.46,-4309.43 7575.24,-4308 5469.17,-4062.34 4921.48,-4219.9 2817.24,-3959 2808.55,-3957.92 2799.46,-3956.6 2790.46,-3955.16\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2790.82,-3951.67 2780.38,-3953.51 2789.68,-3958.58 2790.82,-3951.67\"/>\n",
       "</g>\n",
       "<!-- von mises–fisher distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge433\" class=\"edge\">\n",
       "<title>von mises–fisher distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5118.9,-4308.79C5246.3,-4247.41 5698.9,-4029.36 5838.76,-3961.98\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5840.41,-3965.07 5847.9,-3957.58 5837.37,-3958.77 5840.41,-3965.07\"/>\n",
       "</g>\n",
       "<!-- von mises–fisher distribution&#45;&gt;von mises distribution -->\n",
       "<g id=\"edge434\" class=\"edge\">\n",
       "<title>von mises–fisher distribution&#45;&gt;von mises distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5023.84,-4341.27C4759.07,-4401.32 3716.24,-4633.19 3436.55,-4694.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3435.56,-4690.85 3426.53,-4696.4 3437.05,-4697.69 3435.56,-4690.85\"/>\n",
       "</g>\n",
       "<!-- logarithmic distribution -->\n",
       "<g id=\"node69\" class=\"node\">\n",
       "<title>logarithmic distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"828.24\" cy=\"-7786\" rx=\"94.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"828.24\" y=\"-7782.3\" font-family=\"Times,serif\" font-size=\"14.00\">logarithmic distribution</text>\n",
       "</g>\n",
       "<!-- logarithmic distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge248\" class=\"edge\">\n",
       "<title>logarithmic distribution&#45;&gt;poisson distribution</title>\n",
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       "</g>\n",
       "<!-- logarithmic distribution&#45;&gt;compound poisson distribution -->\n",
       "<g id=\"edge246\" class=\"edge\">\n",
       "<title>logarithmic distribution&#45;&gt;compound poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M861.64,-7769.07C988.7,-7708.48 1442.02,-7492.29 1585.42,-7423.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1587.29,-7426.89 1594.81,-7419.42 1584.27,-7420.57 1587.29,-7426.89\"/>\n",
       "</g>\n",
       "<!-- logarithmic distribution&#45;&gt;negative binomial distribution -->\n",
       "<g id=\"edge247\" class=\"edge\">\n",
       "<title>logarithmic distribution&#45;&gt;negative binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M831.22,-7767.98C841.14,-7712.26 874.94,-7530.42 918.24,-7384 1100.68,-6767.17 1405.83,-6039.8 1468.7,-5891.98\"/>\n",
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       "</g>\n",
       "<!-- null distribution -->\n",
       "<g id=\"node195\" class=\"node\">\n",
       "<title>null distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9968.24\" cy=\"-3941\" rx=\"67.69\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9968.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">null distribution</text>\n",
       "</g>\n",
       "<!-- f&#45;distribution&#45;&gt;null distribution -->\n",
       "<g id=\"edge118\" class=\"edge\">\n",
       "<title>f&#45;distribution&#45;&gt;null distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M10106.83,-4308.05C10083.95,-4247.63 10006.28,-4042.47 9978.35,-3968.7\"/>\n",
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       "<!-- fisher–tippett distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge125\" class=\"edge\">\n",
       "<title>fisher–tippett distribution&#45;&gt;weibull distribution</title>\n",
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       "<!-- fisher–tippett distribution&#45;&gt;gumbel distribution -->\n",
       "<g id=\"edge124\" class=\"edge\">\n",
       "<title>fisher–tippett distribution&#45;&gt;gumbel distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M11093.34,-2806.08C11140.21,-2886.02 11338.75,-3232.17 11446.24,-3539 11494.09,-3675.58 11523.22,-3847.3 11533.28,-3912.86\"/>\n",
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       "<!-- fisher–tippett distribution&#45;&gt;fréchet distribution -->\n",
       "<g id=\"edge123\" class=\"edge\">\n",
       "<title>fisher–tippett distribution&#45;&gt;fréchet distribution</title>\n",
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       "</g>\n",
       "<!-- noncentral beta distribution -->\n",
       "<g id=\"node73\" class=\"node\">\n",
       "<title>noncentral beta distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"10783.24\" y=\"-6629.3\" font-family=\"Times,serif\" font-size=\"14.00\">noncentral beta distribution</text>\n",
       "</g>\n",
       "<!-- noncentral beta distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge318\" class=\"edge\">\n",
       "<title>noncentral beta distribution&#45;&gt;beta distribution</title>\n",
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       "<!-- noncentral beta distribution&#45;&gt;chi&#45;squared distribution -->\n",
       "<g id=\"edge319\" class=\"edge\">\n",
       "<title>noncentral beta distribution&#45;&gt;chi&#45;squared distribution</title>\n",
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       "<!-- noncentral beta distribution&#45;&gt;noncentral chi&#45;squared distribution -->\n",
       "<g id=\"edge320\" class=\"edge\">\n",
       "<title>noncentral beta distribution&#45;&gt;noncentral chi&#45;squared distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M10790.65,-6614.82C10825.24,-6532.95 10969.24,-6173.64 10969.24,-5865 10969.24,-5865 10969.24,-5865 10969.24,-5094 10969.24,-4915.13 11022.24,-4855.74 10950.24,-4692 10878.96,-4529.88 10700.68,-4399.79 10624.11,-4349.48\"/>\n",
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       "<!-- noncentral beta distribution&#45;&gt;noncentral distribution -->\n",
       "<g id=\"edge321\" class=\"edge\">\n",
       "<title>noncentral beta distribution&#45;&gt;noncentral distribution</title>\n",
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       "<!-- holtsmark distribution -->\n",
       "<g id=\"node74\" class=\"node\">\n",
       "<title>holtsmark distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2207.24\" cy=\"-4326\" rx=\"89.08\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2207.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">holtsmark distribution</text>\n",
       "</g>\n",
       "<!-- holtsmark distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge189\" class=\"edge\">\n",
       "<title>holtsmark distribution&#45;&gt;normal distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"5800.08,-3953.88 5809.66,-3949.36 5799.35,-3946.92 5800.08,-3953.88\"/>\n",
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       "<!-- holtsmark distribution&#45;&gt;cauchy distribution -->\n",
       "<g id=\"edge187\" class=\"edge\">\n",
       "<title>holtsmark distribution&#45;&gt;cauchy distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"1542.63,-3579.91 1533.34,-3574.81 1537.42,-3584.58 1542.63,-3579.91\"/>\n",
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       "<!-- holtsmark distribution&#45;&gt;stable distribution -->\n",
       "<g id=\"edge190\" class=\"edge\">\n",
       "<title>holtsmark distribution&#45;&gt;stable distribution</title>\n",
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       "<!-- holtsmark distribution&#45;&gt;lévy distribution -->\n",
       "<g id=\"edge188\" class=\"edge\">\n",
       "<title>holtsmark distribution&#45;&gt;lévy distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2262.85,-4311.93C2448.06,-4267.17 3038.24,-4114.21 3144.24,-3959 3230.56,-3832.62 3149.55,-3324.6 3128.12,-3200.47\"/>\n",
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       "<!-- phase&#45;type distribution -->\n",
       "<g id=\"node76\" class=\"node\">\n",
       "<title>phase&#45;type distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13207.24\" cy=\"-865\" rx=\"91.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"13207.24\" y=\"-861.3\" font-family=\"Times,serif\" font-size=\"14.00\">phase&#45;type distribution</text>\n",
       "</g>\n",
       "<!-- phase&#45;type distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge354\" class=\"edge\">\n",
       "<title>phase&#45;type distribution&#45;&gt;exponential distribution</title>\n",
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       "</g>\n",
       "<!-- discrete phase&#45;type distribution -->\n",
       "<g id=\"node107\" class=\"node\">\n",
       "<title>discrete phase&#45;type distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13337.24\" cy=\"-1250\" rx=\"121.58\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"13337.24\" y=\"-1246.3\" font-family=\"Times,serif\" font-size=\"14.00\">discrete phase&#45;type distribution</text>\n",
       "</g>\n",
       "<!-- phase&#45;type distribution&#45;&gt;discrete phase&#45;type distribution -->\n",
       "<g id=\"edge353\" class=\"edge\">\n",
       "<title>phase&#45;type distribution&#45;&gt;discrete phase&#45;type distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"13328.41,-1223.07 13334.42,-1231.8 13335.17,-1221.23 13328.41,-1223.07\"/>\n",
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       "<!-- matrix normal distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge266\" class=\"edge\">\n",
       "<title>matrix normal distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<!-- sampling distribution -->\n",
       "<g id=\"node78\" class=\"node\">\n",
       "<title>sampling distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9168.24\" cy=\"-4326\" rx=\"86.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9168.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">sampling distribution</text>\n",
       "</g>\n",
       "<!-- sampling distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge386\" class=\"edge\">\n",
       "<title>sampling distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- joint probability distribution -->\n",
       "<g id=\"node117\" class=\"node\">\n",
       "<title>joint probability distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11290.24\" cy=\"-3941\" rx=\"110.48\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11290.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">joint probability distribution</text>\n",
       "</g>\n",
       "<!-- sampling distribution&#45;&gt;joint probability distribution -->\n",
       "<g id=\"edge385\" class=\"edge\">\n",
       "<title>sampling distribution&#45;&gt;joint probability distribution</title>\n",
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       "<!-- asymptotic distribution -->\n",
       "<g id=\"node171\" class=\"node\">\n",
       "<title>asymptotic distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9161.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">asymptotic distribution</text>\n",
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       "<!-- sampling distribution&#45;&gt;asymptotic distribution -->\n",
       "<g id=\"edge384\" class=\"edge\">\n",
       "<title>sampling distribution&#45;&gt;asymptotic distribution</title>\n",
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       "<!-- wishart distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge439\" class=\"edge\">\n",
       "<title>wishart distribution&#45;&gt;gamma distribution</title>\n",
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       "<!-- wishart distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge440\" class=\"edge\">\n",
       "<title>wishart distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<!-- wrapped exponential distribution -->\n",
       "<g id=\"node80\" class=\"node\">\n",
       "<title>wrapped exponential distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"14324.24\" cy=\"-4326\" rx=\"127.28\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"14324.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">wrapped exponential distribution</text>\n",
       "</g>\n",
       "<!-- wrapped exponential distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge451\" class=\"edge\">\n",
       "<title>wrapped exponential distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M14285.71,-4308.73C14191.02,-4266.57 13946.44,-4144.01 13833.24,-3959 13738.9,-3804.81 13765.24,-3738.77 13765.24,-3558 13765.24,-3558 13765.24,-3558 13765.24,-3171 13765.24,-2352.76 13562.2,-876.18 13539.24,-847 13311.68,-557.82 12835.73,-497.5 12625.66,-485.11\"/>\n",
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       "</g>\n",
       "<!-- wrapped exponential distribution&#45;&gt;wrapped distribution -->\n",
       "<g id=\"edge452\" class=\"edge\">\n",
       "<title>wrapped exponential distribution&#45;&gt;wrapped distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"13377.77,-3957.3 13367.18,-3956.97 13375.26,-3963.83 13377.77,-3957.3\"/>\n",
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       "<!-- delaporte distribution -->\n",
       "<g id=\"node81\" class=\"node\">\n",
       "<title>delaporte distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1626.24\" cy=\"-6248\" rx=\"86.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1626.24\" y=\"-6244.3\" font-family=\"Times,serif\" font-size=\"14.00\">delaporte distribution</text>\n",
       "</g>\n",
       "<!-- delaporte distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge80\" class=\"edge\">\n",
       "<title>delaporte distribution&#45;&gt;gamma distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1629.22,-6229.78C1643.27,-6147.03 1702.24,-5781.75 1702.24,-5480 1702.24,-5480 1702.24,-5480 1702.24,-5094 1702.24,-4915.02 1631.67,-4843.96 1726.24,-4692 1891.57,-4426.35 2076.56,-4515.55 2338.24,-4344 2360.54,-4329.38 2363.11,-4321.27 2386.24,-4308 2732.97,-4109.02 2985.52,-4286.16 3215.24,-3959 3264.95,-3888.2 3296.24,-2490.51 3296.24,-2404 3296.24,-2404 3296.24,-2404 3296.24,-2018 3296.24,-1835.74 3240.06,-1735.99 3377.24,-1616 3593.14,-1427.16 8167.82,-1275.83 8866.96,-1253.77\"/>\n",
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       "<!-- delaporte distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge82\" class=\"edge\">\n",
       "<title>delaporte distribution&#45;&gt;poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1629.56,-6230C1639.89,-6172.81 1667.33,-5983.27 1607.24,-5846 1423.88,-5427.1 1073.83,-5529.57 885.24,-5113 813.02,-4953.46 828.24,-4502.13 828.24,-4327 828.24,-4327 828.24,-4327 828.24,-2018 828.24,-1325.91 858.57,-1145.75 745.24,-463 723.68,-333.11 673.19,-183.44 651.94,-123.67\"/>\n",
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       "</g>\n",
       "<!-- delaporte distribution&#45;&gt;negative binomial distribution -->\n",
       "<g id=\"edge81\" class=\"edge\">\n",
       "<title>delaporte distribution&#45;&gt;negative binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1619.59,-6229.59C1596.31,-6168.68 1518.39,-5964.8 1490.38,-5891.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1493.61,-5890.16 1486.77,-5882.07 1487.07,-5892.66 1493.61,-5890.16\"/>\n",
       "</g>\n",
       "<!-- delaporte distribution&#45;&gt;compound distribution -->\n",
       "<g id=\"edge79\" class=\"edge\">\n",
       "<title>delaporte distribution&#45;&gt;compound distribution</title>\n",
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       "</g>\n",
       "<!-- wrapped normal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge453\" class=\"edge\">\n",
       "<title>wrapped normal distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9656.57,-4313.32C9642.8,-4311.44 9628.62,-4309.59 9615.24,-4308 8155.17,-4133.97 6366.73,-3982.34 5963.57,-3948.86\"/>\n",
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       "<!-- wrapped normal distribution&#45;&gt;wrapped distribution -->\n",
       "<g id=\"edge455\" class=\"edge\">\n",
       "<title>wrapped normal distribution&#45;&gt;wrapped distribution</title>\n",
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       "<!-- wrapped normal distribution&#45;&gt;von mises distribution -->\n",
       "<g id=\"edge454\" class=\"edge\">\n",
       "<title>wrapped normal distribution&#45;&gt;von mises distribution</title>\n",
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       "<!-- champernowne distribution&#45;&gt;logistic distribution -->\n",
       "<g id=\"edge54\" class=\"edge\">\n",
       "<title>champernowne distribution&#45;&gt;logistic distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M11813.33,-4692.45C11738.37,-4643.95 11516.53,-4495.99 11357.24,-4344 11269.12,-4259.91 11085.75,-4015.27 11006.24,-3923 10894.36,-3793.16 10756.69,-3640.97 10703.59,-3582.54\"/>\n",
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       "<!-- champernowne distribution&#45;&gt;burr distribution -->\n",
       "<g id=\"edge52\" class=\"edge\">\n",
       "<title>champernowne distribution&#45;&gt;burr distribution</title>\n",
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       "<!-- champernowne distribution&#45;&gt;fisk distribution -->\n",
       "<g id=\"edge53\" class=\"edge\">\n",
       "<title>champernowne distribution&#45;&gt;fisk distribution</title>\n",
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       "</g>\n",
       "<!-- maxwell–boltzmann distribution&#45;&gt;chi distribution -->\n",
       "<g id=\"edge273\" class=\"edge\">\n",
       "<title>maxwell–boltzmann distribution&#45;&gt;chi distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13259.78,-4339.3C13246.25,-4340.96 13232.39,-4342.57 13219.24,-4344 13168.17,-4349.55 9816.26,-4654.89 9284.07,-4702.73\"/>\n",
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       "<!-- multivariate distribution&#45;&gt;conditional probability distribution -->\n",
       "<g id=\"edge301\" class=\"edge\">\n",
       "<title>multivariate distribution&#45;&gt;conditional probability distribution</title>\n",
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       "<!-- degenerate distribution -->\n",
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       "<title>degenerate distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"12089.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">degenerate distribution</text>\n",
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       "<!-- degenerate distribution&#45;&gt;multivariate distribution -->\n",
       "<g id=\"edge76\" class=\"edge\">\n",
       "<title>degenerate distribution&#45;&gt;multivariate distribution</title>\n",
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       "<!-- degenerate distribution&#45;&gt;symmetric distribution -->\n",
       "<g id=\"edge77\" class=\"edge\">\n",
       "<title>degenerate distribution&#45;&gt;symmetric distribution</title>\n",
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       "<!-- degenerate distribution&#45;&gt;joint probability distribution -->\n",
       "<g id=\"edge75\" class=\"edge\">\n",
       "<title>degenerate distribution&#45;&gt;joint probability distribution</title>\n",
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       "<!-- univariate distribution -->\n",
       "<g id=\"node198\" class=\"node\">\n",
       "<title>univariate distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"12244.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">univariate distribution</text>\n",
       "</g>\n",
       "<!-- degenerate distribution&#45;&gt;univariate distribution -->\n",
       "<g id=\"edge78\" class=\"edge\">\n",
       "<title>degenerate distribution&#45;&gt;univariate distribution</title>\n",
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       "<!-- rayleigh distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge371\" class=\"edge\">\n",
       "<title>rayleigh distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- rayleigh distribution&#45;&gt;chi distribution -->\n",
       "<g id=\"edge370\" class=\"edge\">\n",
       "<title>rayleigh distribution&#45;&gt;chi distribution</title>\n",
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       "<!-- beta negative binomial distribution -->\n",
       "<g id=\"node90\" class=\"node\">\n",
       "<title>beta negative binomial distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"3722.24\" y=\"-6629.3\" font-family=\"Times,serif\" font-size=\"14.00\">beta negative binomial distribution</text>\n",
       "</g>\n",
       "<!-- beta negative binomial distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge26\" class=\"edge\">\n",
       "<title>beta negative binomial distribution&#45;&gt;beta distribution</title>\n",
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       "<!-- beta negative binomial distribution&#45;&gt;negative binomial distribution -->\n",
       "<g id=\"edge28\" class=\"edge\">\n",
       "<title>beta negative binomial distribution&#45;&gt;negative binomial distribution</title>\n",
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       "<!-- beta negative binomial distribution&#45;&gt;compound probability distribution -->\n",
       "<g id=\"edge27\" class=\"edge\">\n",
       "<title>beta negative binomial distribution&#45;&gt;compound probability distribution</title>\n",
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       "<!-- tsallis distribution -->\n",
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       "<title>tsallis distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"13114.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">tsallis distribution</text>\n",
       "</g>\n",
       "<!-- half&#45;normal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge186\" class=\"edge\">\n",
       "<title>half&#45;normal distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- half&#45;normal distribution&#45;&gt;folded normal distribution -->\n",
       "<g id=\"edge185\" class=\"edge\">\n",
       "<title>half&#45;normal distribution&#45;&gt;folded normal distribution</title>\n",
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       "<!-- generalized logistic distribution -->\n",
       "<g id=\"node95\" class=\"node\">\n",
       "<title>generalized logistic distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"10819.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalized logistic distribution</text>\n",
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       "<!-- generalized logistic distribution&#45;&gt;log&#45;logistic distribution -->\n",
       "<g id=\"edge152\" class=\"edge\">\n",
       "<title>generalized logistic distribution&#45;&gt;log&#45;logistic distribution</title>\n",
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       "<!-- shifted log&#45;logistic distribution -->\n",
       "<g id=\"node161\" class=\"node\">\n",
       "<title>shifted log&#45;logistic distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"10821.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">shifted log&#45;logistic distribution</text>\n",
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       "<!-- generalized logistic distribution&#45;&gt;shifted log&#45;logistic distribution -->\n",
       "<g id=\"edge153\" class=\"edge\">\n",
       "<title>generalized logistic distribution&#45;&gt;shifted log&#45;logistic distribution</title>\n",
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       "<!-- q&#45;gaussian distribution -->\n",
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       "<title>q&#45;gaussian distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9515.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">q&#45;gaussian distribution</text>\n",
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       "<!-- q&#45;gaussian distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge357\" class=\"edge\">\n",
       "<title>q&#45;gaussian distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- q&#45;gaussian distribution&#45;&gt;student&#39;s t&#45;distribution -->\n",
       "<g id=\"edge358\" class=\"edge\">\n",
       "<title>q&#45;gaussian distribution&#45;&gt;student&#39;s t&#45;distribution</title>\n",
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       "<!-- q&#45;gaussian distribution&#45;&gt;tsallis distribution -->\n",
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       "<title>q&#45;gaussian distribution&#45;&gt;tsallis distribution</title>\n",
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       "<!-- inverse gaussian distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge215\" class=\"edge\">\n",
       "<title>inverse gaussian distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6655.96,-4308.79C6526.15,-4247.41 6065,-4029.36 5922.51,-3961.98\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5923.73,-3958.69 5913.2,-3957.58 5920.74,-3965.02 5923.73,-3958.69\"/>\n",
       "</g>\n",
       "<!-- wrapped asymmetric laplace distribution -->\n",
       "<g id=\"node100\" class=\"node\">\n",
       "<title>wrapped asymmetric laplace distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13672.24\" cy=\"-5095\" rx=\"155.17\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"13672.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">wrapped asymmetric laplace distribution</text>\n",
       "</g>\n",
       "<!-- wrapped asymmetric laplace distribution&#45;&gt;asymmetric laplace distribution -->\n",
       "<g id=\"edge448\" class=\"edge\">\n",
       "<title>wrapped asymmetric laplace distribution&#45;&gt;asymmetric laplace distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13657.55,-5077.05C13604.74,-5016.13 13424.42,-4808.1 13361.84,-4735.92\"/>\n",
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       "</g>\n",
       "<!-- wrapped asymmetric laplace distribution&#45;&gt;wrapped distribution -->\n",
       "<g id=\"edge449\" class=\"edge\">\n",
       "<title>wrapped asymmetric laplace distribution&#45;&gt;wrapped distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13690.13,-5076.9C13744.92,-5022.36 13903.79,-4847 13853.24,-4692 13793.87,-4509.95 13709.22,-4500.75 13599.24,-4344 13500.64,-4203.46 13387.13,-4031.68 13345.06,-3967.65\"/>\n",
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       "</g>\n",
       "<!-- wrapped asymmetric laplace distribution&#45;&gt;wrapped exponential distribution -->\n",
       "<g id=\"edge450\" class=\"edge\">\n",
       "<title>wrapped asymmetric laplace distribution&#45;&gt;wrapped exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13727.27,-5078.06C13848.14,-5039.91 14136.62,-4931.06 14269.24,-4728 14348.03,-4607.37 14335.89,-4422.75 14327.94,-4354.01\"/>\n",
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       "</g>\n",
       "<!-- slash distribution -->\n",
       "<g id=\"node101\" class=\"node\">\n",
       "<title>slash distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1155.24\" cy=\"-4326\" rx=\"71.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1155.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">slash distribution</text>\n",
       "</g>\n",
       "<!-- slash distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge402\" class=\"edge\">\n",
       "<title>slash distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1221.68,-4319.07C1259.13,-4315.75 1306.79,-4311.57 1349.24,-4308 3145.76,-4156.73 5344.08,-3983.98 5796.5,-3948.55\"/>\n",
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       "</g>\n",
       "<!-- slash distribution&#45;&gt;cauchy distribution -->\n",
       "<g id=\"edge401\" class=\"edge\">\n",
       "<title>slash distribution&#45;&gt;cauchy distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1153.16,-4308C1146.89,-4250.8 1132.12,-4061.17 1192.24,-3923 1259.86,-3767.6 1420.02,-3632.77 1487.46,-3580.8\"/>\n",
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       "</g>\n",
       "<!-- slash distribution&#45;&gt;ratio distribution -->\n",
       "<g id=\"edge403\" class=\"edge\">\n",
       "<title>slash distribution&#45;&gt;ratio distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1154.76,-4307.99C1153.48,-4252.27 1151.67,-4070.37 1177.24,-3923 1227.67,-3632.44 1352.93,-3295.34 1389.85,-3199.57\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1393.18,-3200.67 1393.52,-3190.08 1386.65,-3198.14 1393.18,-3200.67\"/>\n",
       "</g>\n",
       "<!-- kent distribution -->\n",
       "<g id=\"node102\" class=\"node\">\n",
       "<title>kent distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3544.24\" cy=\"-4710\" rx=\"68.79\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3544.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">kent distribution</text>\n",
       "</g>\n",
       "<!-- kent distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge228\" class=\"edge\">\n",
       "<title>kent distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3595.19,-4697.74C3603.88,-4695.82 3612.82,-4693.85 3621.24,-4692 4326.47,-4536.83 4570.14,-4682 5208.24,-4344 5228.8,-4333.11 5227.6,-4321.91 5246.24,-4308 5454.18,-4152.87 5733.61,-4012.43 5838.31,-3961.88\"/>\n",
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       "<!-- kent distribution&#45;&gt;von mises–fisher distribution -->\n",
       "<g id=\"edge229\" class=\"edge\">\n",
       "<title>kent distribution&#45;&gt;von mises–fisher distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3592.48,-4697.04C3816.46,-4641.52 4755.24,-4408.81 5017.14,-4343.88\"/>\n",
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       "<!-- generalized dirichlet distribution -->\n",
       "<g id=\"node103\" class=\"node\">\n",
       "<title>generalized dirichlet distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"14199.24\" cy=\"-6633\" rx=\"126.18\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"14199.24\" y=\"-6629.3\" font-family=\"Times,serif\" font-size=\"14.00\">generalized dirichlet distribution</text>\n",
       "</g>\n",
       "<!-- generalized dirichlet distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge138\" class=\"edge\">\n",
       "<title>generalized dirichlet distribution&#45;&gt;beta distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"9501.01,-6251.49 9490.76,-6254.18 9500.45,-6258.47 9501.01,-6251.49\"/>\n",
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       "<!-- generalized dirichlet distribution&#45;&gt;dirichlet distribution -->\n",
       "<g id=\"edge139\" class=\"edge\">\n",
       "<title>generalized dirichlet distribution&#45;&gt;dirichlet distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"14197.92,-5892.11 14194.35,-5882.14 14190.92,-5892.16 14197.92,-5892.11\"/>\n",
       "</g>\n",
       "<!-- generalized dirichlet distribution&#45;&gt;multinomial distribution -->\n",
       "<g id=\"edge140\" class=\"edge\">\n",
       "<title>generalized dirichlet distribution&#45;&gt;multinomial distribution</title>\n",
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       "<!-- geometric stable distribution -->\n",
       "<g id=\"node104\" class=\"node\">\n",
       "<title>geometric stable distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"12943.24\" cy=\"-5095\" rx=\"112.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"12943.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">geometric stable distribution</text>\n",
       "</g>\n",
       "<!-- geometric stable distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge176\" class=\"edge\">\n",
       "<title>geometric stable distribution&#45;&gt;laplace distribution</title>\n",
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       "<!-- geometric stable distribution&#45;&gt;asymmetric laplace distribution -->\n",
       "<g id=\"edge175\" class=\"edge\">\n",
       "<title>geometric stable distribution&#45;&gt;asymmetric laplace distribution</title>\n",
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       "<!-- mittag&#45;leffler distribution -->\n",
       "<g id=\"node165\" class=\"node\">\n",
       "<title>mittag&#45;leffler distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"13098.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">mittag&#45;leffler distribution</text>\n",
       "</g>\n",
       "<!-- geometric stable distribution&#45;&gt;mittag&#45;leffler distribution -->\n",
       "<g id=\"edge177\" class=\"edge\">\n",
       "<title>geometric stable distribution&#45;&gt;mittag&#45;leffler distribution</title>\n",
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       "<!-- hotelling&#39;s t&#45;squared distribution -->\n",
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       "<title>hotelling&#39;s t&#45;squared distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"9778.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">hotelling&#39;s t&#45;squared distribution</text>\n",
       "</g>\n",
       "<!-- hotelling&#39;s t&#45;squared distribution&#45;&gt;student&#39;s t&#45;distribution -->\n",
       "<g id=\"edge193\" class=\"edge\">\n",
       "<title>hotelling&#39;s t&#45;squared distribution&#45;&gt;student&#39;s t&#45;distribution</title>\n",
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       "<!-- hotelling&#39;s t&#45;squared distribution&#45;&gt;f&#45;distribution -->\n",
       "<g id=\"edge191\" class=\"edge\">\n",
       "<title>hotelling&#39;s t&#45;squared distribution&#45;&gt;f&#45;distribution</title>\n",
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       "<!-- hotelling&#39;s t&#45;squared distribution&#45;&gt;multivariate probability distribution -->\n",
       "<g id=\"edge192\" class=\"edge\">\n",
       "<title>hotelling&#39;s t&#45;squared distribution&#45;&gt;multivariate probability distribution</title>\n",
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       "<!-- multivariate laplace distribution -->\n",
       "<g id=\"node106\" class=\"node\">\n",
       "<title>multivariate laplace distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"12513.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">multivariate laplace distribution</text>\n",
       "</g>\n",
       "<!-- multivariate laplace distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge299\" class=\"edge\">\n",
       "<title>multivariate laplace distribution&#45;&gt;laplace distribution</title>\n",
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       "<!-- multivariate laplace distribution&#45;&gt;asymmetric laplace distribution -->\n",
       "<g id=\"edge298\" class=\"edge\">\n",
       "<title>multivariate laplace distribution&#45;&gt;asymmetric laplace distribution</title>\n",
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       "<!-- marginal distribution -->\n",
       "<g id=\"node213\" class=\"node\">\n",
       "<title>marginal distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"12512.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">marginal distribution</text>\n",
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       "<!-- multivariate laplace distribution&#45;&gt;marginal distribution -->\n",
       "<g id=\"edge300\" class=\"edge\">\n",
       "<title>multivariate laplace distribution&#45;&gt;marginal distribution</title>\n",
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       "<!-- discrete phase&#45;type distribution&#45;&gt;geometric distribution -->\n",
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       "<title>discrete phase&#45;type distribution&#45;&gt;geometric distribution</title>\n",
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       "<!-- discrete phase&#45;type distribution&#45;&gt;phase&#45;type distribution -->\n",
       "<g id=\"edge99\" class=\"edge\">\n",
       "<title>discrete phase&#45;type distribution&#45;&gt;phase&#45;type distribution</title>\n",
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       "<!-- wallenius&#39; noncentral hypergeometric distribution&#45;&gt;hypergeometric distribution -->\n",
       "<g id=\"edge436\" class=\"edge\">\n",
       "<title>wallenius&#39; noncentral hypergeometric distribution&#45;&gt;hypergeometric distribution</title>\n",
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       "<!-- wallenius&#39; noncentral hypergeometric distribution&#45;&gt;fisher&#39;s noncentral hypergeometric distribution -->\n",
       "<g id=\"edge435\" class=\"edge\">\n",
       "<title>wallenius&#39; noncentral hypergeometric distribution&#45;&gt;fisher&#39;s noncentral hypergeometric distribution</title>\n",
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       "<!-- negative multinomial distribution -->\n",
       "<g id=\"node110\" class=\"node\">\n",
       "<title>negative multinomial distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3717.24\" cy=\"-6248\" rx=\"129.98\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3717.24\" y=\"-6244.3\" font-family=\"Times,serif\" font-size=\"14.00\">negative multinomial distribution</text>\n",
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       "<!-- negative multinomial distribution&#45;&gt;multinomial distribution -->\n",
       "<g id=\"edge311\" class=\"edge\">\n",
       "<title>negative multinomial distribution&#45;&gt;multinomial distribution</title>\n",
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       "<!-- negative multinomial distribution&#45;&gt;negative binomial distribution -->\n",
       "<g id=\"edge312\" class=\"edge\">\n",
       "<title>negative multinomial distribution&#45;&gt;negative binomial distribution</title>\n",
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       "<!-- dirichlet negative multinomial distribution -->\n",
       "<g id=\"node111\" class=\"node\">\n",
       "<title>dirichlet negative multinomial distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"3885.24\" y=\"-7013.3\" font-family=\"Times,serif\" font-size=\"14.00\">dirichlet negative multinomial distribution</text>\n",
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       "<!-- dirichlet negative multinomial distribution&#45;&gt;dirichlet distribution -->\n",
       "<g id=\"edge95\" class=\"edge\">\n",
       "<title>dirichlet negative multinomial distribution&#45;&gt;dirichlet distribution</title>\n",
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       "<!-- dirichlet negative multinomial distribution&#45;&gt;beta negative binomial distribution -->\n",
       "<g id=\"edge94\" class=\"edge\">\n",
       "<title>dirichlet negative multinomial distribution&#45;&gt;beta negative binomial distribution</title>\n",
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       "<!-- dirichlet negative multinomial distribution&#45;&gt;negative multinomial distribution -->\n",
       "<g id=\"edge96\" class=\"edge\">\n",
       "<title>dirichlet negative multinomial distribution&#45;&gt;negative multinomial distribution</title>\n",
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       "<!-- extended negative binomial distribution -->\n",
       "<g id=\"node113\" class=\"node\">\n",
       "<title>extended negative binomial distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"828.24\" y=\"-8167.3\" font-family=\"Times,serif\" font-size=\"14.00\">extended negative binomial distribution</text>\n",
       "</g>\n",
       "<!-- extended negative binomial distribution&#45;&gt;negative binomial distribution -->\n",
       "<g id=\"edge116\" class=\"edge\">\n",
       "<title>extended negative binomial distribution&#45;&gt;negative binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M818.27,-8152.95C787.26,-8097.85 696.17,-7919.33 724.24,-7768 874.59,-6957.49 1372.83,-6053.97 1465.38,-5890.91\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1468.52,-5892.48 1470.42,-5882.05 1462.43,-5889.01 1468.52,-5892.48\"/>\n",
       "</g>\n",
       "<!-- extended negative binomial distribution&#45;&gt;logarithmic distribution -->\n",
       "<g id=\"edge115\" class=\"edge\">\n",
       "<title>extended negative binomial distribution&#45;&gt;logarithmic distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M828.24,-8152.8C828.24,-8092.3 828.24,-7888.94 828.24,-7814.55\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"831.74,-7814.15 828.24,-7804.15 824.74,-7814.15 831.74,-7814.15\"/>\n",
       "</g>\n",
       "<!-- truncated distribution -->\n",
       "<g id=\"node114\" class=\"node\">\n",
       "<title>truncated distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1027.24\" cy=\"-7786\" rx=\"86.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1027.24\" y=\"-7782.3\" font-family=\"Times,serif\" font-size=\"14.00\">truncated distribution</text>\n",
       "</g>\n",
       "<!-- extended negative binomial distribution&#45;&gt;truncated distribution -->\n",
       "<g id=\"edge117\" class=\"edge\">\n",
       "<title>extended negative binomial distribution&#45;&gt;truncated distribution</title>\n",
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       "</g>\n",
       "<!-- conditional distribution -->\n",
       "<g id=\"node183\" class=\"node\">\n",
       "<title>conditional distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1020.24\" cy=\"-7402\" rx=\"92.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1020.24\" y=\"-7398.3\" font-family=\"Times,serif\" font-size=\"14.00\">conditional distribution</text>\n",
       "</g>\n",
       "<!-- truncated distribution&#45;&gt;conditional distribution -->\n",
       "<g id=\"edge414\" class=\"edge\">\n",
       "<title>truncated distribution&#45;&gt;conditional distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"1024.24,-7430.01 1020.56,-7420.07 1017.24,-7430.13 1024.24,-7430.01\"/>\n",
       "</g>\n",
       "<!-- q&#45;weibull distribution -->\n",
       "<g id=\"node115\" class=\"node\">\n",
       "<title>q&#45;weibull distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"12816.24\" cy=\"-4710\" rx=\"87.18\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"12816.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">q&#45;weibull distribution</text>\n",
       "</g>\n",
       "<!-- q&#45;weibull distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge362\" class=\"edge\">\n",
       "<title>q&#45;weibull distribution&#45;&gt;weibull distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M12752.43,-4697.6C12525.76,-4656 11763.41,-4506.32 11583.24,-4344 11508.03,-4276.24 11460.45,-4010.33 11409.24,-3923 11309.53,-3752.95 11198.94,-3761.21 11134.24,-3575 11010.21,-3218 11571.14,-3111.03 11408.24,-2770 11321.57,-2588.56 11096.17,-2468.14 10999.9,-2423.43\"/>\n",
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       "</g>\n",
       "<!-- q&#45;weibull distribution&#45;&gt;tsallis distribution -->\n",
       "<g id=\"edge361\" class=\"edge\">\n",
       "<title>q&#45;weibull distribution&#45;&gt;tsallis distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M12822.88,-4691.9C12861.48,-4592.58 13056.76,-4089.95 13103.96,-3968.46\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"13107.23,-3969.73 13107.58,-3959.14 13100.7,-3967.19 13107.23,-3969.73\"/>\n",
       "</g>\n",
       "<!-- lomax distribution -->\n",
       "<g id=\"node129\" class=\"node\">\n",
       "<title>lomax distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"12587.24\" cy=\"-4326\" rx=\"76.09\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"12587.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">lomax distribution</text>\n",
       "</g>\n",
       "<!-- q&#45;weibull distribution&#45;&gt;lomax distribution -->\n",
       "<g id=\"edge360\" class=\"edge\">\n",
       "<title>q&#45;weibull distribution&#45;&gt;lomax distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"12605.66,-4350.92 12597.52,-4344.15 12599.66,-4354.52 12605.66,-4350.92\"/>\n",
       "</g>\n",
       "<!-- linnik distribution -->\n",
       "<g id=\"node116\" class=\"node\">\n",
       "<title>linnik distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"12738.24\" cy=\"-5095\" rx=\"74.19\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"12738.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">linnik distribution</text>\n",
       "</g>\n",
       "<!-- linnik distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge235\" class=\"edge\">\n",
       "<title>linnik distribution&#45;&gt;laplace distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M12733.7,-5076.78C12718.61,-5020.41 12667.57,-4836.74 12606.24,-4692 12550.3,-4559.96 12464.37,-4411.11 12429.62,-4352.58\"/>\n",
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       "</g>\n",
       "<!-- linnik distribution&#45;&gt;asymmetric laplace distribution -->\n",
       "<g id=\"edge234\" class=\"edge\">\n",
       "<title>linnik distribution&#45;&gt;asymmetric laplace distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M12763.34,-5078.03C12858.25,-5017.65 13195.37,-4803.17 13305.3,-4733.23\"/>\n",
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       "</g>\n",
       "<!-- linnik distribution&#45;&gt;mittag&#45;leffler distribution -->\n",
       "<g id=\"edge236\" class=\"edge\">\n",
       "<title>linnik distribution&#45;&gt;mittag&#45;leffler distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M12753.94,-5077.3C12811.02,-5016.57 13007.68,-4807.35 13075.24,-4735.47\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"13078.16,-4737.47 13082.46,-4727.79 13073.06,-4732.68 13078.16,-4737.47\"/>\n",
       "</g>\n",
       "<!-- joint probability distribution&#45;&gt;conditional probability distribution -->\n",
       "<g id=\"edge227\" class=\"edge\">\n",
       "<title>joint probability distribution&#45;&gt;conditional probability distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M11318.29,-3923.34C11421.37,-3862.1 11779.35,-3649.42 11896.11,-3580.06\"/>\n",
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       "</g>\n",
       "<!-- folded normal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge127\" class=\"edge\">\n",
       "<title>folded normal distribution&#45;&gt;normal distribution</title>\n",
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       "</g>\n",
       "<!-- wrapped laplace distribution -->\n",
       "<g id=\"node119\" class=\"node\">\n",
       "<title>wrapped laplace distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13388.24\" cy=\"-5095\" rx=\"111.28\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"13388.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">wrapped laplace distribution</text>\n",
       "</g>\n",
       "<!-- wrapped laplace distribution&#45;&gt;asymmetric laplace distribution -->\n",
       "<g id=\"edge443\" class=\"edge\">\n",
       "<title>wrapped laplace distribution&#45;&gt;asymmetric laplace distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13386.09,-5076.8C13378.49,-5016.17 13352.91,-4812.1 13343.64,-4738.1\"/>\n",
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       "</g>\n",
       "<!-- wrapped laplace distribution&#45;&gt;wrapped distribution -->\n",
       "<g id=\"edge444\" class=\"edge\">\n",
       "<title>wrapped laplace distribution&#45;&gt;wrapped distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13436.64,-5078.72C13566.42,-5034.71 13907.66,-4897.57 13836.24,-4692 13771.55,-4505.79 13672.07,-4507.03 13561.24,-4344 13468.72,-4207.89 13375.68,-4033.39 13341.71,-3968.15\"/>\n",
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       "<!-- wrapped laplace distribution&#45;&gt;wrapped exponential distribution -->\n",
       "<g id=\"edge445\" class=\"edge\">\n",
       "<title>wrapped laplace distribution&#45;&gt;wrapped exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13438.67,-5078.9C13604.2,-5028.36 14126.69,-4860.82 14236.24,-4728 14329.44,-4615 14329.72,-4425.01 14326.2,-4354.46\"/>\n",
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       "</g>\n",
       "<!-- rayleigh mixture distribution -->\n",
       "<g id=\"node120\" class=\"node\">\n",
       "<title>rayleigh mixture distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9041.24\" cy=\"-5095\" rx=\"112.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9041.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">rayleigh mixture distribution</text>\n",
       "</g>\n",
       "<!-- rayleigh mixture distribution&#45;&gt;compound distribution -->\n",
       "<g id=\"edge372\" class=\"edge\">\n",
       "<title>rayleigh mixture distribution&#45;&gt;compound distribution</title>\n",
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       "</g>\n",
       "<!-- rayleigh mixture distribution&#45;&gt;sampling distribution -->\n",
       "<g id=\"edge374\" class=\"edge\">\n",
       "<title>rayleigh mixture distribution&#45;&gt;sampling distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9041.25,-5076.62C9041.51,-5020.51 9044.38,-4839.28 9069.24,-4692 9090.99,-4563.13 9138.77,-4414 9158.95,-4354.02\"/>\n",
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       "<!-- rayleigh mixture distribution&#45;&gt;rayleigh distribution -->\n",
       "<g id=\"edge373\" class=\"edge\">\n",
       "<title>rayleigh mixture distribution&#45;&gt;rayleigh distribution</title>\n",
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       "<!-- conway–maxwell–poisson distribution -->\n",
       "<g id=\"node122\" class=\"node\">\n",
       "<title>conway–maxwell–poisson distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1042.24\" cy=\"-5095\" rx=\"147.57\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1042.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">conway–maxwell–poisson distribution</text>\n",
       "</g>\n",
       "<!-- conway–maxwell–poisson distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge73\" class=\"edge\">\n",
       "<title>conway–maxwell–poisson distribution&#45;&gt;poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1032.63,-5076.8C1004.58,-5025.63 922.8,-4869.13 890.24,-4728 850.11,-4554.03 866.24,-4505.54 866.24,-4327 866.24,-4327 866.24,-4327 866.24,-1249 866.24,-898.58 890.16,-802.72 804.24,-463 770.27,-328.67 690.94,-181.55 657.52,-123.06\"/>\n",
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       "</g>\n",
       "<!-- conway–maxwell–poisson distribution&#45;&gt;geometric distribution -->\n",
       "<g id=\"edge72\" class=\"edge\">\n",
       "<title>conway–maxwell–poisson distribution&#45;&gt;geometric distribution</title>\n",
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       "<!-- conway–maxwell–poisson distribution&#45;&gt;bernoulli distribution -->\n",
       "<g id=\"edge71\" class=\"edge\">\n",
       "<title>conway–maxwell–poisson distribution&#45;&gt;bernoulli distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1187.09,-5091.36C2242.37,-5071.82 8858.42,-4944.52 14236.24,-4728 14314.29,-4724.86 14402.92,-4720.09 14467.41,-4716.4\"/>\n",
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       "<!-- noncentral chi distribution -->\n",
       "<g id=\"node124\" class=\"node\">\n",
       "<title>noncentral chi distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9351.24\" cy=\"-5095\" rx=\"103.98\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9351.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">noncentral chi distribution</text>\n",
       "</g>\n",
       "<!-- noncentral chi distribution&#45;&gt;chi distribution -->\n",
       "<g id=\"edge324\" class=\"edge\">\n",
       "<title>noncentral chi distribution&#45;&gt;chi distribution</title>\n",
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       "</g>\n",
       "<!-- noncentral chi distribution&#45;&gt;noncentral distribution -->\n",
       "<g id=\"edge325\" class=\"edge\">\n",
       "<title>noncentral chi distribution&#45;&gt;noncentral distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9424.23,-5082.04C9655.67,-5042.5 10365.66,-4908.15 10497.24,-4728 10609.57,-4574.2 10397.55,-4497.88 10412.24,-4308 10422.14,-4180.08 10451.24,-4029.24 10463.59,-3968.9\"/>\n",
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       "<!-- multivariate stable distribution -->\n",
       "<g id=\"node126\" class=\"node\">\n",
       "<title>multivariate stable distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3140.24\" cy=\"-4710\" rx=\"119.68\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3140.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">multivariate stable distribution</text>\n",
       "</g>\n",
       "<!-- multivariate stable distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge303\" class=\"edge\">\n",
       "<title>multivariate stable distribution&#45;&gt;multivariate normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3226.65,-4697.48C3240.55,-4695.64 3254.8,-4693.76 3268.24,-4692 4336.28,-4552.15 5631.75,-4386.35 5996.48,-4339.74\"/>\n",
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       "<!-- multivariate stable distribution&#45;&gt;stable distribution -->\n",
       "<g id=\"edge304\" class=\"edge\">\n",
       "<title>multivariate stable distribution&#45;&gt;stable distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3154.98,-4691.82C3202.67,-4634.05 3345.15,-4442.89 3265.24,-4308 3100.72,-4030.26 2795.02,-4235.4 2628.24,-3959 2507.56,-3758.99 2588.38,-2974.09 2606.05,-2816.6\"/>\n",
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       "<!-- q&#45;exponential distribution -->\n",
       "<g id=\"node127\" class=\"node\">\n",
       "<title>q&#45;exponential distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13099.24\" cy=\"-4326\" rx=\"102.08\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"13099.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">q&#45;exponential distribution</text>\n",
       "</g>\n",
       "<!-- q&#45;exponential distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge363\" class=\"edge\">\n",
       "<title>q&#45;exponential distribution&#45;&gt;exponential distribution</title>\n",
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       "<!-- q&#45;exponential distribution&#45;&gt;tsallis distribution -->\n",
       "<g id=\"edge364\" class=\"edge\">\n",
       "<title>q&#45;exponential distribution&#45;&gt;tsallis distribution</title>\n",
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       "<!-- normal&#45;inverse gaussian distribution -->\n",
       "<g id=\"node128\" class=\"node\">\n",
       "<title>normal&#45;inverse gaussian distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"8279.24\" cy=\"-4710\" rx=\"139.98\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"8279.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">normal&#45;inverse gaussian distribution</text>\n",
       "</g>\n",
       "<!-- normal&#45;inverse gaussian distribution&#45;&gt;generalised hyperbolic distribution -->\n",
       "<g id=\"edge331\" class=\"edge\">\n",
       "<title>normal&#45;inverse gaussian distribution&#45;&gt;generalised hyperbolic distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8230.71,-4693.01C8096.26,-4645.91 7735.5,-4498.9 7838.24,-4308 7936.91,-4124.68 9278.01,-3336.46 9520.72,-3194.84\"/>\n",
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       "<!-- normal&#45;inverse gaussian distribution&#45;&gt;inverse gaussian distribution -->\n",
       "<g id=\"edge332\" class=\"edge\">\n",
       "<title>normal&#45;inverse gaussian distribution&#45;&gt;inverse gaussian distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8216.46,-4693.91C7964.04,-4633.22 7024.06,-4407.25 6759.77,-4343.71\"/>\n",
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       "<!-- lomax distribution&#45;&gt;pareto distribution -->\n",
       "<g id=\"edge252\" class=\"edge\">\n",
       "<title>lomax distribution&#45;&gt;pareto distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M12602.94,-4308.3C12660.02,-4247.57 12856.68,-4038.35 12924.24,-3966.47\"/>\n",
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       "</g>\n",
       "<!-- log&#45;laplace distribution -->\n",
       "<g id=\"node130\" class=\"node\">\n",
       "<title>log&#45;laplace distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13166.24\" cy=\"-5095\" rx=\"92.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"13166.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">log&#45;laplace distribution</text>\n",
       "</g>\n",
       "<!-- log&#45;laplace distribution&#45;&gt;laplace distribution -->\n",
       "<g id=\"edge239\" class=\"edge\">\n",
       "<title>log&#45;laplace distribution&#45;&gt;laplace distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13142.37,-5077.45C13072.86,-5028.68 12866.33,-4879.34 12720.24,-4728 12655.68,-4661.11 12487.73,-4429.35 12432.29,-4352.2\"/>\n",
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       "</g>\n",
       "<!-- log&#45;laplace distribution&#45;&gt;asymmetric laplace distribution -->\n",
       "<g id=\"edge238\" class=\"edge\">\n",
       "<title>log&#45;laplace distribution&#45;&gt;asymmetric laplace distribution</title>\n",
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       "</g>\n",
       "<!-- lévy skew alpha&#45;stable distribution -->\n",
       "<g id=\"node135\" class=\"node\">\n",
       "<title>lévy skew alpha&#45;stable distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1672.24\" cy=\"-4326\" rx=\"133.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1672.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">lévy skew alpha&#45;stable distribution</text>\n",
       "</g>\n",
       "<!-- lévy skew alpha&#45;stable distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge256\" class=\"edge\">\n",
       "<title>lévy skew alpha&#45;stable distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1767.58,-4313.28C1783.49,-4311.44 1799.83,-4309.61 1815.24,-4308 3414.37,-4140.99 5372.28,-3982.5 5796.63,-3948.64\"/>\n",
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       "</g>\n",
       "<!-- lévy skew alpha&#45;stable distribution&#45;&gt;cauchy distribution -->\n",
       "<g id=\"edge255\" class=\"edge\">\n",
       "<title>lévy skew alpha&#45;stable distribution&#45;&gt;cauchy distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1632.6,-4308.76C1537.38,-4267.29 1296.88,-4147.25 1205.24,-3959 1125.31,-3794.79 1378.75,-3634.21 1479.14,-3578.55\"/>\n",
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       "</g>\n",
       "<!-- relativistic breit–wigner distribution -->\n",
       "<g id=\"node136\" class=\"node\">\n",
       "<title>relativistic breit–wigner distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1962.24\" cy=\"-4326\" rx=\"137.58\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1962.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">relativistic breit–wigner distribution</text>\n",
       "</g>\n",
       "<!-- relativistic breit–wigner distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge382\" class=\"edge\">\n",
       "<title>relativistic breit–wigner distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2060.66,-4313.37C2076.89,-4311.52 2093.53,-4309.67 2109.24,-4308 3587.39,-4150.81 5394.49,-3985.93 5797.87,-3949.43\"/>\n",
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       "</g>\n",
       "<!-- relativistic breit–wigner distribution&#45;&gt;cauchy distribution -->\n",
       "<g id=\"edge381\" class=\"edge\">\n",
       "<title>relativistic breit–wigner distribution&#45;&gt;cauchy distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1878.77,-4311.6C1720.71,-4281.22 1380.82,-4190.84 1238.24,-3959 1145.81,-3808.71 1387.92,-3638.2 1482.37,-3579.31\"/>\n",
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       "<!-- arcsine distribution -->\n",
       "<g id=\"node137\" class=\"node\">\n",
       "<title>arcsine distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9561.24\" cy=\"-6633\" rx=\"78.79\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9561.24\" y=\"-6629.3\" font-family=\"Times,serif\" font-size=\"14.00\">arcsine distribution</text>\n",
       "</g>\n",
       "<!-- arcsine distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge1\" class=\"edge\">\n",
       "<title>arcsine distribution&#45;&gt;beta distribution</title>\n",
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       "</g>\n",
       "<!-- arcsine distribution&#45;&gt;pearson distribution -->\n",
       "<g id=\"edge2\" class=\"edge\">\n",
       "<title>arcsine distribution&#45;&gt;pearson distribution</title>\n",
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       "<!-- wrapped cauchy distribution -->\n",
       "<g id=\"node138\" class=\"node\">\n",
       "<title>wrapped cauchy distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"8631.24\" cy=\"-4326\" rx=\"111.28\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"8631.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">wrapped cauchy distribution</text>\n",
       "</g>\n",
       "<!-- wrapped cauchy distribution&#45;&gt;cauchy distribution -->\n",
       "<g id=\"edge441\" class=\"edge\">\n",
       "<title>wrapped cauchy distribution&#45;&gt;cauchy distribution</title>\n",
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       "<!-- wrapped cauchy distribution&#45;&gt;wrapped distribution -->\n",
       "<g id=\"edge442\" class=\"edge\">\n",
       "<title>wrapped cauchy distribution&#45;&gt;wrapped distribution</title>\n",
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       "<!-- zero&#45;truncated poisson distribution -->\n",
       "<g id=\"node139\" class=\"node\">\n",
       "<title>zero&#45;truncated poisson distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1136.24\" cy=\"-8171\" rx=\"133.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1136.24\" y=\"-8167.3\" font-family=\"Times,serif\" font-size=\"14.00\">zero&#45;truncated poisson distribution</text>\n",
       "</g>\n",
       "<!-- zero&#45;truncated poisson distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge456\" class=\"edge\">\n",
       "<title>zero&#45;truncated poisson distribution&#45;&gt;poisson distribution</title>\n",
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       "</g>\n",
       "<!-- zero&#45;truncated poisson distribution&#45;&gt;truncated distribution -->\n",
       "<g id=\"edge457\" class=\"edge\">\n",
       "<title>zero&#45;truncated poisson distribution&#45;&gt;truncated distribution</title>\n",
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       "<!-- singular distribution -->\n",
       "<g id=\"node143\" class=\"node\">\n",
       "<title>singular distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1479.24\" cy=\"-8171\" rx=\"81.79\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1479.24\" y=\"-8167.3\" font-family=\"Times,serif\" font-size=\"14.00\">singular distribution</text>\n",
       "</g>\n",
       "<!-- cantor distribution -->\n",
       "<g id=\"node144\" class=\"node\">\n",
       "<title>cantor distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1479.24\" cy=\"-7786\" rx=\"75.29\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1479.24\" y=\"-7782.3\" font-family=\"Times,serif\" font-size=\"14.00\">cantor distribution</text>\n",
       "</g>\n",
       "<!-- singular distribution&#45;&gt;cantor distribution -->\n",
       "<g id=\"edge398\" class=\"edge\">\n",
       "<title>singular distribution&#45;&gt;cantor distribution</title>\n",
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       "<!-- cantor distribution&#45;&gt;singular distribution -->\n",
       "<g id=\"edge45\" class=\"edge\">\n",
       "<title>cantor distribution&#45;&gt;singular distribution</title>\n",
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       "<!-- wrapped lévy distribution -->\n",
       "<g id=\"node146\" class=\"node\">\n",
       "<title>wrapped lévy distribution</title>\n",
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       "<text text-anchor=\"middle\" x=\"10993.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">wrapped lévy distribution</text>\n",
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       "<!-- wrapped lévy distribution&#45;&gt;wrapped distribution -->\n",
       "<g id=\"edge447\" class=\"edge\">\n",
       "<title>wrapped lévy distribution&#45;&gt;wrapped distribution</title>\n",
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       "<!-- wrapped lévy distribution&#45;&gt;lévy distribution -->\n",
       "<g id=\"edge446\" class=\"edge\">\n",
       "<title>wrapped lévy distribution&#45;&gt;lévy distribution</title>\n",
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       "<!-- type&#45;2 gumbel distribution -->\n",
       "<g id=\"node148\" class=\"node\">\n",
       "<title>type&#45;2 gumbel distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"10884.24\" cy=\"-3557\" rx=\"105.08\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"10884.24\" y=\"-3553.3\" font-family=\"Times,serif\" font-size=\"14.00\">type&#45;2 gumbel distribution</text>\n",
       "</g>\n",
       "<!-- type&#45;2 gumbel distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge424\" class=\"edge\">\n",
       "<title>type&#45;2 gumbel distribution&#45;&gt;weibull distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M10885.27,-3538.96C10888.02,-3480.83 10890.71,-3286.63 10815.24,-3154 10692.1,-2937.56 10289.84,-2989.6 10407.24,-2770 10514.04,-2570.25 10783.4,-2460.56 10900.01,-2421.1\"/>\n",
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       "</g>\n",
       "<!-- type&#45;2 gumbel distribution&#45;&gt;fréchet distribution -->\n",
       "<g id=\"edge423\" class=\"edge\">\n",
       "<title>type&#45;2 gumbel distribution&#45;&gt;fréchet distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M10893.05,-3539.05C10924.51,-3478.5 11031.48,-3272.63 11069.6,-3199.25\"/>\n",
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       "<!-- birnbaum–saunders distribution -->\n",
       "<g id=\"node149\" class=\"node\">\n",
       "<title>birnbaum–saunders distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"10120.24\" cy=\"-4710\" rx=\"122.68\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"10120.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">birnbaum–saunders distribution</text>\n",
       "</g>\n",
       "<!-- birnbaum–saunders distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge36\" class=\"edge\">\n",
       "<title>birnbaum–saunders distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M10021.67,-4699.19C9559.93,-4652.78 7623.03,-4453.06 7375.24,-4344 7352.43,-4333.96 7354.44,-4319.33 7332.24,-4308 6849.93,-4061.81 6191.2,-3973.94 5962.46,-3949.74\"/>\n",
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       "<!-- birnbaum–saunders distribution&#45;&gt;standard normal distribution -->\n",
       "<g id=\"edge37\" class=\"edge\">\n",
       "<title>birnbaum–saunders distribution&#45;&gt;standard normal distribution</title>\n",
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       "<!-- bingham distribution -->\n",
       "<g id=\"node150\" class=\"node\">\n",
       "<title>bingham distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3764.24\" cy=\"-5095\" rx=\"85.29\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3764.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">bingham distribution</text>\n",
       "</g>\n",
       "<!-- bingham distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge35\" class=\"edge\">\n",
       "<title>bingham distribution&#45;&gt;multivariate normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3762.49,-5076.66C3757.24,-5014.08 3748.4,-4798.07 3863.24,-4692 4022.07,-4545.32 5559.09,-4380.99 5986.47,-4337.84\"/>\n",
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       "<!-- bingham distribution&#45;&gt;kent distribution -->\n",
       "<g id=\"edge34\" class=\"edge\">\n",
       "<title>bingham distribution&#45;&gt;kent distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3754.51,-5077.05C3719.73,-5016.5 3601.47,-4810.63 3559.32,-4737.25\"/>\n",
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       "<!-- beta rectangular distribution -->\n",
       "<g id=\"node151\" class=\"node\">\n",
       "<title>beta rectangular distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"4637.24\" cy=\"-6633\" rx=\"110.48\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"4637.24\" y=\"-6629.3\" font-family=\"Times,serif\" font-size=\"14.00\">beta rectangular distribution</text>\n",
       "</g>\n",
       "<!-- beta rectangular distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge32\" class=\"edge\">\n",
       "<title>beta rectangular distribution&#45;&gt;beta distribution</title>\n",
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       "<!-- beta rectangular distribution&#45;&gt;mixture distribution -->\n",
       "<g id=\"edge33\" class=\"edge\">\n",
       "<title>beta rectangular distribution&#45;&gt;mixture distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4614.05,-6615.1C4371.97,-6438.68 2310.44,-4936.33 2032.25,-4733.6\"/>\n",
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       "<!-- discrete uniform distribution&#45;&gt;symmetric distribution -->\n",
       "<g id=\"edge100\" class=\"edge\">\n",
       "<title>discrete uniform distribution&#45;&gt;symmetric distribution</title>\n",
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       "<!-- zeta distribution -->\n",
       "<g id=\"node154\" class=\"node\">\n",
       "<title>zeta distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1862.24\" cy=\"-7786\" rx=\"67.69\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1862.24\" y=\"-7782.3\" font-family=\"Times,serif\" font-size=\"14.00\">zeta distribution</text>\n",
       "</g>\n",
       "<!-- yule–simon distribution -->\n",
       "<g id=\"node167\" class=\"node\">\n",
       "<title>yule–simon distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1862.24\" cy=\"-7402\" rx=\"94.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1862.24\" y=\"-7398.3\" font-family=\"Times,serif\" font-size=\"14.00\">yule–simon distribution</text>\n",
       "</g>\n",
       "<!-- zeta distribution&#45;&gt;yule–simon distribution -->\n",
       "<g id=\"edge458\" class=\"edge\">\n",
       "<title>zeta distribution&#45;&gt;yule–simon distribution</title>\n",
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       "<!-- zipf distribution -->\n",
       "<g id=\"node155\" class=\"node\">\n",
       "<title>zipf distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1959.24\" cy=\"-8171\" rx=\"67.69\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1959.24\" y=\"-8167.3\" font-family=\"Times,serif\" font-size=\"14.00\">zipf distribution</text>\n",
       "</g>\n",
       "<!-- zipf distribution&#45;&gt;zeta distribution -->\n",
       "<g id=\"edge460\" class=\"edge\">\n",
       "<title>zipf distribution&#45;&gt;zeta distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1954.89,-8152.8C1939.53,-8092.17 1887.85,-7888.1 1869.11,-7814.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1872.44,-7812.99 1866.59,-7804.15 1865.65,-7814.71 1872.44,-7812.99\"/>\n",
       "</g>\n",
       "<!-- rank&#45;frequency distribution -->\n",
       "<g id=\"node233\" class=\"node\">\n",
       "<title>rank&#45;frequency distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2055.24\" cy=\"-7786\" rx=\"107.48\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2055.24\" y=\"-7782.3\" font-family=\"Times,serif\" font-size=\"14.00\">rank&#45;frequency distribution</text>\n",
       "</g>\n",
       "<!-- zipf distribution&#45;&gt;rank&#45;frequency distribution -->\n",
       "<g id=\"edge459\" class=\"edge\">\n",
       "<title>zipf distribution&#45;&gt;rank&#45;frequency distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1963.55,-8152.8C1978.75,-8092.17 2029.9,-7888.1 2048.45,-7814.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2051.91,-7814.7 2050.94,-7804.15 2045.12,-7813 2051.91,-7814.7\"/>\n",
       "</g>\n",
       "<!-- exponentially modified gaussian distribution -->\n",
       "<g id=\"node156\" class=\"node\">\n",
       "<title>exponentially modified gaussian distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"8334.24\" cy=\"-4326\" rx=\"168.17\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"8334.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">exponentially modified gaussian distribution</text>\n",
       "</g>\n",
       "<!-- exponentially modified gaussian distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge114\" class=\"edge\">\n",
       "<title>exponentially modified gaussian distribution&#45;&gt;normal distribution</title>\n",
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       "</g>\n",
       "<!-- exponentially modified gaussian distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge113\" class=\"edge\">\n",
       "<title>exponentially modified gaussian distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8369.81,-4308.39C8470.04,-4260.86 8761.55,-4117.47 8978.24,-3959 9029.05,-3921.85 9771.99,-3239.98 9810.24,-3190 10258.33,-2604.47 10388.24,-2372.31 10388.24,-1635 10388.24,-1635 10388.24,-1635 10388.24,-1249 10388.24,-805.74 12039.41,-548.83 12436.92,-493.4\"/>\n",
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       "</g>\n",
       "<!-- noncentral t&#45;distribution&#45;&gt;student&#39;s t&#45;distribution -->\n",
       "<g id=\"edge326\" class=\"edge\">\n",
       "<title>noncentral t&#45;distribution&#45;&gt;student&#39;s t&#45;distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M10160.7,-3923.59C10058.28,-3862.55 9699.33,-3648.64 9583.55,-3579.63\"/>\n",
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       "</g>\n",
       "<!-- gaussian minus exponential distribution -->\n",
       "<g id=\"node158\" class=\"node\">\n",
       "<title>gaussian minus exponential distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"8912.24\" cy=\"-4326\" rx=\"151.37\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"8912.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">gaussian minus exponential distribution</text>\n",
       "</g>\n",
       "<!-- gaussian minus exponential distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge135\" class=\"edge\">\n",
       "<title>gaussian minus exponential distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8812.66,-4312.42C8345.27,-4253.38 6374.54,-4004.44 5957.84,-3951.8\"/>\n",
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       "</g>\n",
       "<!-- gaussian minus exponential distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge134\" class=\"edge\">\n",
       "<title>gaussian minus exponential distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9011.17,-4312.35C9361.77,-4266.64 10542.76,-4105.05 10893.24,-3959 11169.44,-3843.91 11296.94,-3834.31 11446.24,-3575 11706.78,-3122.49 11541.24,-2926.15 11541.24,-2404 11541.24,-2404 11541.24,-2404 11541.24,-1249 11541.24,-1070.13 11455.2,-991.77 11560.24,-847 11765.15,-564.59 12217.42,-500.65 12420.28,-486.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"12420.6,-489.69 12430.34,-485.51 12420.12,-482.7 12420.6,-489.69\"/>\n",
       "</g>\n",
       "<!-- wigner semicircle distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge438\" class=\"edge\">\n",
       "<title>wigner semicircle distribution&#45;&gt;beta distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7283.96,-6619.09C7625.9,-6560.02 9038.75,-6315.94 9360.73,-6260.32\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"9361.57,-6263.72 9370.83,-6258.57 9360.38,-6256.83 9361.57,-6263.72\"/>\n",
       "</g>\n",
       "<!-- hyperbolic distribution -->\n",
       "<g id=\"node160\" class=\"node\">\n",
       "<title>hyperbolic distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"7475.24\" cy=\"-4326\" rx=\"90.98\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"7475.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">hyperbolic distribution</text>\n",
       "</g>\n",
       "<!-- hyperbolic distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge196\" class=\"edge\">\n",
       "<title>hyperbolic distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7419.88,-4311.71C7176.23,-4253.2 6200.2,-4018.83 5942.76,-3957.01\"/>\n",
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       "</g>\n",
       "<!-- hyperbolic distribution&#45;&gt;generalised hyperbolic distribution -->\n",
       "<g id=\"edge195\" class=\"edge\">\n",
       "<title>hyperbolic distribution&#45;&gt;generalised hyperbolic distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7504.29,-4308.93C7733.96,-4181.92 9254.78,-3340.83 9519.11,-3194.64\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"9520.92,-3197.64 9527.98,-3189.74 9517.53,-3191.51 9520.92,-3197.64\"/>\n",
       "</g>\n",
       "<!-- shifted log&#45;logistic distribution&#45;&gt;generalized logistic distribution -->\n",
       "<g id=\"edge397\" class=\"edge\">\n",
       "<title>shifted log&#45;logistic distribution&#45;&gt;generalized logistic distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M10824.16,-4728.15C10828.59,-4788.58 10827.76,-4991.94 10823.09,-5066.39\"/>\n",
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       "</g>\n",
       "<!-- shifted gompertz distribution -->\n",
       "<g id=\"node163\" class=\"node\">\n",
       "<title>shifted gompertz distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"12089.24\" cy=\"-4326\" rx=\"113.98\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"12089.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">shifted gompertz distribution</text>\n",
       "</g>\n",
       "<!-- shifted gompertz distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge395\" class=\"edge\">\n",
       "<title>shifted gompertz distribution&#45;&gt;exponential distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M12118.63,-4308.47C12239.33,-4238.71 12698.78,-3954.3 12871.24,-3575 12945.28,-3412.18 12890.24,-3351.87 12890.24,-3173 12890.24,-3173 12890.24,-3173 12890.24,-1249 12890.24,-927.14 12623.57,-597.45 12544.24,-506.5\"/>\n",
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       "</g>\n",
       "<!-- shifted gompertz distribution&#45;&gt;gumbel distribution -->\n",
       "<g id=\"edge396\" class=\"edge\">\n",
       "<title>shifted gompertz distribution&#45;&gt;gumbel distribution</title>\n",
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       "</g>\n",
       "<!-- skew normal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge400\" class=\"edge\">\n",
       "<title>skew normal distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5820.07,-4307.8C5830.04,-4247.17 5863.61,-4043.1 5875.79,-3969.1\"/>\n",
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       "</g>\n",
       "<!-- bivariate normal distribution -->\n",
       "<g id=\"node168\" class=\"node\">\n",
       "<title>bivariate normal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2293.24\" cy=\"-7786\" rx=\"112.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2293.24\" y=\"-7782.3\" font-family=\"Times,serif\" font-size=\"14.00\">bivariate normal distribution</text>\n",
       "</g>\n",
       "<!-- normal&#45;wishart distribution -->\n",
       "<g id=\"node169\" class=\"node\">\n",
       "<title>normal&#45;wishart distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"5149.24\" cy=\"-4710\" rx=\"107.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"5149.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">normal&#45;wishart distribution</text>\n",
       "</g>\n",
       "<!-- normal&#45;wishart distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge327\" class=\"edge\">\n",
       "<title>normal&#45;wishart distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "<!-- normal&#45;gamma distribution -->\n",
       "<g id=\"node170\" class=\"node\">\n",
       "<title>normal&#45;gamma distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3421.24\" cy=\"-4326\" rx=\"108.58\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3421.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">normal&#45;gamma distribution</text>\n",
       "</g>\n",
       "<!-- normal&#45;gamma distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge328\" class=\"edge\">\n",
       "<title>normal&#45;gamma distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- normal&#45;inverse&#45;wishart distribution -->\n",
       "<g id=\"node172\" class=\"node\">\n",
       "<title>normal&#45;inverse&#45;wishart distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"5411.24\" cy=\"-4710\" rx=\"135.68\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"5411.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">normal&#45;inverse&#45;wishart distribution</text>\n",
       "</g>\n",
       "<!-- normal&#45;inverse&#45;wishart distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge329\" class=\"edge\">\n",
       "<title>normal&#45;inverse&#45;wishart distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "</g>\n",
       "<!-- skellam distribution -->\n",
       "<g id=\"node173\" class=\"node\">\n",
       "<title>skellam distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"81.24\" cy=\"-481\" rx=\"81.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"81.24\" y=\"-477.3\" font-family=\"Times,serif\" font-size=\"14.00\">skellam distribution</text>\n",
       "</g>\n",
       "<!-- skellam distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge399\" class=\"edge\">\n",
       "<title>skellam distribution&#45;&gt;poisson distribution</title>\n",
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       "<!-- normal&#45;inverse&#45;gamma distribution -->\n",
       "<g id=\"node174\" class=\"node\">\n",
       "<title>normal&#45;inverse&#45;gamma distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3685.24\" cy=\"-4326\" rx=\"137.28\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3685.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">normal&#45;inverse&#45;gamma distribution</text>\n",
       "</g>\n",
       "<!-- normal&#45;inverse&#45;gamma distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge330\" class=\"edge\">\n",
       "<title>normal&#45;inverse&#45;gamma distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3764.01,-4311.26C4108.66,-4251.12 5481.27,-4011.62 5809.48,-3954.35\"/>\n",
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       "</g>\n",
       "<!-- pert distribution -->\n",
       "<g id=\"node176\" class=\"node\">\n",
       "<title>pert distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9358.24\" cy=\"-6633\" rx=\"67.69\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9358.24\" y=\"-6629.3\" font-family=\"Times,serif\" font-size=\"14.00\">pert distribution</text>\n",
       "</g>\n",
       "<!-- pert distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge337\" class=\"edge\">\n",
       "<title>pert distribution&#45;&gt;beta distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9361.3,-6614.8C9372.06,-6554.17 9408.29,-6350.1 9421.43,-6276.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"9424.9,-6276.61 9423.2,-6266.15 9418,-6275.39 9424.9,-6276.61\"/>\n",
       "</g>\n",
       "<!-- poisson binomial distribution -->\n",
       "<g id=\"node177\" class=\"node\">\n",
       "<title>poisson binomial distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"14583.24\" cy=\"-481\" rx=\"114.28\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"14583.24\" y=\"-477.3\" font-family=\"Times,serif\" font-size=\"14.00\">poisson binomial distribution</text>\n",
       "</g>\n",
       "<!-- poisson binomial distribution&#45;&gt;binomial distribution -->\n",
       "<g id=\"edge355\" class=\"edge\">\n",
       "<title>poisson binomial distribution&#45;&gt;binomial distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M14576.87,-462.8C14554.34,-402.05 14478.42,-197.27 14451.12,-123.64\"/>\n",
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       "<!-- poly&#45;weibull distribution -->\n",
       "<g id=\"node180\" class=\"node\">\n",
       "<title>poly&#45;weibull distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11300.24\" cy=\"-2788\" rx=\"98.58\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11300.24\" y=\"-2784.3\" font-family=\"Times,serif\" font-size=\"14.00\">poly&#45;weibull distribution</text>\n",
       "</g>\n",
       "<!-- poly&#45;weibull distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge356\" class=\"edge\">\n",
       "<title>poly&#45;weibull distribution&#45;&gt;weibull distribution</title>\n",
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       "</g>\n",
       "<!-- inverse distribution -->\n",
       "<g id=\"node181\" class=\"node\">\n",
       "<title>inverse distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2503.24\" cy=\"-7786\" rx=\"79.09\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2503.24\" y=\"-7782.3\" font-family=\"Times,serif\" font-size=\"14.00\">inverse distribution</text>\n",
       "</g>\n",
       "<!-- reciprocal distribution -->\n",
       "<g id=\"node182\" class=\"node\">\n",
       "<title>reciprocal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2503.24\" cy=\"-8171\" rx=\"89.08\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2503.24\" y=\"-8167.3\" font-family=\"Times,serif\" font-size=\"14.00\">reciprocal distribution</text>\n",
       "</g>\n",
       "<!-- reciprocal distribution&#45;&gt;inverse distribution -->\n",
       "<g id=\"edge375\" class=\"edge\">\n",
       "<title>reciprocal distribution&#45;&gt;inverse distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2503.24,-8152.8C2503.24,-8092.3 2503.24,-7888.94 2503.24,-7814.55\"/>\n",
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       "</g>\n",
       "<!-- rice distribution -->\n",
       "<g id=\"node184\" class=\"node\">\n",
       "<title>rice distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2293.24\" cy=\"-8171\" rx=\"66.89\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2293.24\" y=\"-8167.3\" font-family=\"Times,serif\" font-size=\"14.00\">rice distribution</text>\n",
       "</g>\n",
       "<!-- rice distribution&#45;&gt;bivariate normal distribution -->\n",
       "<g id=\"edge383\" class=\"edge\">\n",
       "<title>rice distribution&#45;&gt;bivariate normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2293.24,-8152.8C2293.24,-8092.3 2293.24,-7888.94 2293.24,-7814.55\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2296.74,-7814.15 2293.24,-7804.15 2289.74,-7814.15 2296.74,-7814.15\"/>\n",
       "</g>\n",
       "<!-- negative hypergeometric distribution -->\n",
       "<g id=\"node186\" class=\"node\">\n",
       "<title>negative hypergeometric distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"14049.24\" cy=\"-3557\" rx=\"141.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"14049.24\" y=\"-3553.3\" font-family=\"Times,serif\" font-size=\"14.00\">negative hypergeometric distribution</text>\n",
       "</g>\n",
       "<!-- negative hypergeometric distribution&#45;&gt;hypergeometric distribution -->\n",
       "<g id=\"edge310\" class=\"edge\">\n",
       "<title>negative hypergeometric distribution&#45;&gt;hypergeometric distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M14052.79,-3538.8C14065.3,-3478.17 14107.39,-3274.1 14122.65,-3200.1\"/>\n",
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       "</g>\n",
       "<!-- nakagami distribution -->\n",
       "<g id=\"node187\" class=\"node\">\n",
       "<title>nakagami distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9014.24\" cy=\"-1634\" rx=\"88.28\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9014.24\" y=\"-1630.3\" font-family=\"Times,serif\" font-size=\"14.00\">nakagami distribution</text>\n",
       "</g>\n",
       "<!-- nakagami distribution&#45;&gt;gamma distribution -->\n",
       "<g id=\"edge308\" class=\"edge\">\n",
       "<title>nakagami distribution&#45;&gt;gamma distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M9011.6,-1615.59C9002.37,-1554.8 8971.52,-1351.63 8960.34,-1277.97\"/>\n",
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       "</g>\n",
       "<!-- gaussian q&#45;distribution -->\n",
       "<g id=\"node193\" class=\"node\">\n",
       "<title>gaussian q&#45;distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3931.24\" cy=\"-4326\" rx=\"90.98\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3931.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">gaussian q&#45;distribution</text>\n",
       "</g>\n",
       "<!-- gaussian q&#45;distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge136\" class=\"edge\">\n",
       "<title>gaussian q&#45;distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3993.34,-4312.8C4284.01,-4255.68 5508.89,-4014.97 5812.12,-3955.39\"/>\n",
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       "</g>\n",
       "<!-- flory–schulz distribution -->\n",
       "<g id=\"node194\" class=\"node\">\n",
       "<title>flory–schulz distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13438.24\" cy=\"-481\" rx=\"96.68\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"13438.24\" y=\"-477.3\" font-family=\"Times,serif\" font-size=\"14.00\">flory–schulz distribution</text>\n",
       "</g>\n",
       "<!-- flory–schulz distribution&#45;&gt;geometric distribution -->\n",
       "<g id=\"edge126\" class=\"edge\">\n",
       "<title>flory–schulz distribution&#45;&gt;geometric distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13400.63,-464.27C13255.04,-403.4 12728.76,-183.35 12568.73,-116.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"12569.74,-113.07 12559.16,-112.44 12567.04,-119.52 12569.74,-113.07\"/>\n",
       "</g>\n",
       "<!-- displaced poisson distribution -->\n",
       "<g id=\"node196\" class=\"node\">\n",
       "<title>displaced poisson distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"570.24\" cy=\"-481\" rx=\"116.18\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"570.24\" y=\"-477.3\" font-family=\"Times,serif\" font-size=\"14.00\">displaced poisson distribution</text>\n",
       "</g>\n",
       "<!-- displaced poisson distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge101\" class=\"edge\">\n",
       "<title>displaced poisson distribution&#45;&gt;poisson distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"640.61,-124.63 639.02,-114.15 633.73,-123.33 640.61,-124.63\"/>\n",
       "</g>\n",
       "<!-- discrete weibull distribution -->\n",
       "<g id=\"node197\" class=\"node\">\n",
       "<title>discrete weibull distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"10526.24\" cy=\"-2788\" rx=\"109.68\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"10526.24\" y=\"-2784.3\" font-family=\"Times,serif\" font-size=\"14.00\">discrete weibull distribution</text>\n",
       "</g>\n",
       "<!-- discrete weibull distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge97\" class=\"edge\">\n",
       "<title>discrete weibull distribution&#45;&gt;weibull distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M10545.23,-2770.05C10613.9,-2708.75 10849.44,-2498.46 10928.86,-2427.56\"/>\n",
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       "</g>\n",
       "<!-- dagum distribution -->\n",
       "<g id=\"node199\" class=\"node\">\n",
       "<title>dagum distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11113.24\" cy=\"-4710\" rx=\"77.99\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11113.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">dagum distribution</text>\n",
       "</g>\n",
       "<!-- dagum distribution&#45;&gt;income distribution -->\n",
       "<g id=\"edge74\" class=\"edge\">\n",
       "<title>dagum distribution&#45;&gt;income distribution</title>\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"11190.11,-4354.57 11188.71,-4344.07 11183.26,-4353.16 11190.11,-4354.57\"/>\n",
       "</g>\n",
       "<!-- borel distribution -->\n",
       "<g id=\"node203\" class=\"node\">\n",
       "<title>borel distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"327.24\" cy=\"-481\" rx=\"71.49\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"327.24\" y=\"-477.3\" font-family=\"Times,serif\" font-size=\"14.00\">borel distribution</text>\n",
       "</g>\n",
       "<!-- borel distribution&#45;&gt;poisson distribution -->\n",
       "<g id=\"edge40\" class=\"edge\">\n",
       "<title>borel distribution&#45;&gt;poisson distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M340.98,-463.3C390.82,-402.7 562.3,-194.2 621.75,-121.91\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"624.78,-123.74 628.43,-113.79 619.38,-119.29 624.78,-123.74\"/>\n",
       "</g>\n",
       "<!-- boltzmann distribution -->\n",
       "<g id=\"node204\" class=\"node\">\n",
       "<title>boltzmann distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13572.24\" cy=\"-4710\" rx=\"90.98\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"13572.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">boltzmann distribution</text>\n",
       "</g>\n",
       "<!-- boltzmann distribution&#45;&gt;maxwell–boltzmann distribution -->\n",
       "<g id=\"edge39\" class=\"edge\">\n",
       "<title>boltzmann distribution&#45;&gt;maxwell–boltzmann distribution</title>\n",
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       "</g>\n",
       "<!-- bivariate von mises distribution -->\n",
       "<g id=\"node205\" class=\"node\">\n",
       "<title>bivariate von mises distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"5956.24\" cy=\"-4710\" rx=\"122.68\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"5956.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">bivariate von mises distribution</text>\n",
       "</g>\n",
       "<!-- bivariate von mises distribution&#45;&gt;multivariate normal distribution -->\n",
       "<g id=\"edge38\" class=\"edge\">\n",
       "<title>bivariate von mises distribution&#45;&gt;multivariate normal distribution</title>\n",
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       "</g>\n",
       "<!-- benktander type i distribution -->\n",
       "<g id=\"node206\" class=\"node\">\n",
       "<title>benktander type i distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2291.24\" cy=\"-4710\" rx=\"115.08\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2291.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">benktander type i distribution</text>\n",
       "</g>\n",
       "<!-- benktander type i distribution&#45;&gt;log&#45;normal distribution -->\n",
       "<g id=\"edge9\" class=\"edge\">\n",
       "<title>benktander type i distribution&#45;&gt;log&#45;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2328.15,-4692.83C2467.88,-4631.62 2964.21,-4414.19 3117.68,-4346.96\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3119.53,-4349.97 3127.29,-4342.75 3116.72,-4343.56 3119.53,-4349.97\"/>\n",
       "</g>\n",
       "<!-- benktander type ii distribution -->\n",
       "<g id=\"node207\" class=\"node\">\n",
       "<title>benktander type ii distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"10771.24\" cy=\"-2788\" rx=\"117.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"10771.24\" y=\"-2784.3\" font-family=\"Times,serif\" font-size=\"14.00\">benktander type ii distribution</text>\n",
       "</g>\n",
       "<!-- benktander type ii distribution&#45;&gt;weibull distribution -->\n",
       "<g id=\"edge8\" class=\"edge\">\n",
       "<title>benktander type ii distribution&#45;&gt;weibull distribution</title>\n",
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       "<!-- behrens–fisher distribution -->\n",
       "<g id=\"node208\" class=\"node\">\n",
       "<title>behrens–fisher distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"4145.24\" cy=\"-4326\" rx=\"104.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"4145.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">behrens–fisher distribution</text>\n",
       "</g>\n",
       "<!-- behrens–fisher distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge7\" class=\"edge\">\n",
       "<title>behrens–fisher distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- gibbs distribution -->\n",
       "<g id=\"node209\" class=\"node\">\n",
       "<title>gibbs distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13754.24\" cy=\"-4710\" rx=\"72.59\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"13754.24\" y=\"-4706.3\" font-family=\"Times,serif\" font-size=\"14.00\">gibbs distribution</text>\n",
       "</g>\n",
       "<!-- gibbs distribution&#45;&gt;maxwell–boltzmann distribution -->\n",
       "<g id=\"edge178\" class=\"edge\">\n",
       "<title>gibbs distribution&#45;&gt;maxwell–boltzmann distribution</title>\n",
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       "<!-- half&#45;logistic distribution -->\n",
       "<g id=\"node211\" class=\"node\">\n",
       "<title>half&#45;logistic distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"10788.24\" cy=\"-3941\" rx=\"96.38\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"10788.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">half&#45;logistic distribution</text>\n",
       "</g>\n",
       "<!-- half&#45;logistic distribution&#45;&gt;logistic distribution -->\n",
       "<g id=\"edge184\" class=\"edge\">\n",
       "<title>half&#45;logistic distribution&#45;&gt;logistic distribution</title>\n",
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       "<!-- logit&#45;normal distribution -->\n",
       "<g id=\"node212\" class=\"node\">\n",
       "<title>logit&#45;normal distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"4366.24\" cy=\"-4326\" rx=\"98.28\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"4366.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">logit&#45;normal distribution</text>\n",
       "</g>\n",
       "<!-- logit&#45;normal distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge251\" class=\"edge\">\n",
       "<title>logit&#45;normal distribution&#45;&gt;normal distribution</title>\n",
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       "<!-- maxwell&#39;s distribution -->\n",
       "<g id=\"node216\" class=\"node\">\n",
       "<title>maxwell&#39;s distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2722.24\" cy=\"-7786\" rx=\"89.08\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2722.24\" y=\"-7782.3\" font-family=\"Times,serif\" font-size=\"14.00\">maxwell&#39;s distribution</text>\n",
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       "<!-- maxwell–jüttner distribution -->\n",
       "<g id=\"node217\" class=\"node\">\n",
       "<title>maxwell–jüttner distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2722.24\" cy=\"-8171\" rx=\"111.58\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2722.24\" y=\"-8167.3\" font-family=\"Times,serif\" font-size=\"14.00\">maxwell–jüttner distribution</text>\n",
       "</g>\n",
       "<!-- maxwell–jüttner distribution&#45;&gt;maxwell&#39;s distribution -->\n",
       "<g id=\"edge274\" class=\"edge\">\n",
       "<title>maxwell–jüttner distribution&#45;&gt;maxwell&#39;s distribution</title>\n",
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       "</g>\n",
       "<!-- matrix&#45;exponential distribution -->\n",
       "<g id=\"node219\" class=\"node\">\n",
       "<title>matrix&#45;exponential distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13077.24\" cy=\"-1250\" rx=\"120.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"13077.24\" y=\"-1246.3\" font-family=\"Times,serif\" font-size=\"14.00\">matrix&#45;exponential distribution</text>\n",
       "</g>\n",
       "<!-- matrix&#45;exponential distribution&#45;&gt;phase&#45;type distribution -->\n",
       "<g id=\"edge259\" class=\"edge\">\n",
       "<title>matrix&#45;exponential distribution&#45;&gt;phase&#45;type distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M13083.08,-1231.8C13103.7,-1171.05 13173.21,-966.27 13198.2,-892.64\"/>\n",
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       "<!-- marshall–olkin exponential distribution -->\n",
       "<g id=\"node220\" class=\"node\">\n",
       "<title>marshall–olkin exponential distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"10172.24\" cy=\"-865\" rx=\"150.27\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"10172.24\" y=\"-861.3\" font-family=\"Times,serif\" font-size=\"14.00\">marshall–olkin exponential distribution</text>\n",
       "</g>\n",
       "<!-- marshall–olkin exponential distribution&#45;&gt;exponential distribution -->\n",
       "<g id=\"edge258\" class=\"edge\">\n",
       "<title>marshall–olkin exponential distribution&#45;&gt;exponential distribution</title>\n",
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       "<!-- marchenko–pastur distribution -->\n",
       "<g id=\"node221\" class=\"node\">\n",
       "<title>marchenko–pastur distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"3016.24\" cy=\"-3941\" rx=\"118.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"3016.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">marchenko–pastur distribution</text>\n",
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       "<!-- marchenko–pastur distribution&#45;&gt;convergence in distribution -->\n",
       "<g id=\"edge257\" class=\"edge\">\n",
       "<title>marchenko–pastur distribution&#45;&gt;convergence in distribution</title>\n",
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       "<!-- hyper&#45;erlang distribution -->\n",
       "<g id=\"node223\" class=\"node\">\n",
       "<title>hyper&#45;erlang distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9514.24\" cy=\"-1250\" rx=\"98.58\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9514.24\" y=\"-1246.3\" font-family=\"Times,serif\" font-size=\"14.00\">hyper&#45;erlang distribution</text>\n",
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       "<!-- hyper&#45;erlang distribution&#45;&gt;erlang distribution -->\n",
       "<g id=\"edge194\" class=\"edge\">\n",
       "<title>hyper&#45;erlang distribution&#45;&gt;erlang distribution</title>\n",
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       "<!-- log&#45;cauchy distribution -->\n",
       "<g id=\"node224\" class=\"node\">\n",
       "<title>log&#45;cauchy distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"1340.24\" cy=\"-3941\" rx=\"92.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"1340.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">log&#45;cauchy distribution</text>\n",
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       "<!-- log&#45;cauchy distribution&#45;&gt;cauchy distribution -->\n",
       "<g id=\"edge237\" class=\"edge\">\n",
       "<title>log&#45;cauchy distribution&#45;&gt;cauchy distribution</title>\n",
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       "<!-- landau distribution -->\n",
       "<g id=\"node225\" class=\"node\">\n",
       "<title>landau distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2714.24\" cy=\"-3172\" rx=\"77.19\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2714.24\" y=\"-3168.3\" font-family=\"Times,serif\" font-size=\"14.00\">landau distribution</text>\n",
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       "<!-- landau distribution&#45;&gt;stable distribution -->\n",
       "<g id=\"edge231\" class=\"edge\">\n",
       "<title>landau distribution&#45;&gt;stable distribution</title>\n",
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       "<!-- kumaraswamy distribution -->\n",
       "<g id=\"node226\" class=\"node\">\n",
       "<title>kumaraswamy distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"9166.24\" cy=\"-6633\" rx=\"105.88\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"9166.24\" y=\"-6629.3\" font-family=\"Times,serif\" font-size=\"14.00\">kumaraswamy distribution</text>\n",
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       "<!-- kumaraswamy distribution&#45;&gt;beta distribution -->\n",
       "<g id=\"edge230\" class=\"edge\">\n",
       "<title>kumaraswamy distribution&#45;&gt;beta distribution</title>\n",
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       "<!-- joint distribution -->\n",
       "<g id=\"node227\" class=\"node\">\n",
       "<title>joint distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"11705.24\" cy=\"-3941\" rx=\"69.59\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"11705.24\" y=\"-3937.3\" font-family=\"Times,serif\" font-size=\"14.00\">joint distribution</text>\n",
       "</g>\n",
       "<!-- joint distribution&#45;&gt;conditional probability distribution -->\n",
       "<g id=\"edge226\" class=\"edge\">\n",
       "<title>joint distribution&#45;&gt;conditional probability distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M11715.33,-3923.09C11751.45,-3862.58 11874.43,-3656.53 11917.88,-3583.73\"/>\n",
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       "<!-- johnson su distribution -->\n",
       "<g id=\"node228\" class=\"node\">\n",
       "<title>johnson su distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"4574.24\" cy=\"-4326\" rx=\"91.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"4574.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">johnson su distribution</text>\n",
       "</g>\n",
       "<!-- johnson su distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge225\" class=\"edge\">\n",
       "<title>johnson su distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4623.06,-4310.68C4826.57,-4251 5607.03,-4022.12 5823.99,-3958.5\"/>\n",
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       "<!-- johnson&#39;s su&#45;distribution -->\n",
       "<g id=\"node229\" class=\"node\">\n",
       "<title>johnson&#39;s su&#45;distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"4780.24\" cy=\"-4326\" rx=\"96.68\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"4780.24\" y=\"-4322.3\" font-family=\"Times,serif\" font-size=\"14.00\">johnson&#39;s su&#45;distribution</text>\n",
       "</g>\n",
       "<!-- johnson&#39;s su&#45;distribution&#45;&gt;normal distribution -->\n",
       "<g id=\"edge224\" class=\"edge\">\n",
       "<title>johnson&#39;s su&#45;distribution&#45;&gt;normal distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4823.7,-4309.87C4997.58,-4249.33 5642.73,-4024.7 5829.36,-3959.71\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5830.64,-3962.98 5838.94,-3956.38 5828.34,-3956.36 5830.64,-3962.98\"/>\n",
       "</g>\n",
       "<!-- inverse&#45;wishart distribution -->\n",
       "<g id=\"node231\" class=\"node\">\n",
       "<title>inverse&#45;wishart distribution</title>\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"8042.24\" cy=\"-5095\" rx=\"107.78\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"8042.24\" y=\"-5091.3\" font-family=\"Times,serif\" font-size=\"14.00\">inverse&#45;wishart distribution</text>\n",
       "</g>\n",
       "<!-- inverse&#45;wishart distribution&#45;&gt;wishart distribution -->\n",
       "<g id=\"edge207\" class=\"edge\">\n",
       "<title>inverse&#45;wishart distribution&#45;&gt;wishart distribution</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8042.24,-5076.8C8042.24,-5016.3 8042.24,-4812.94 8042.24,-4738.55\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8045.74,-4738.15 8042.24,-4728.15 8038.74,-4738.15 8045.74,-4738.15\"/>\n",
       "</g>\n",
       "</g>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<graphviz.dot.Digraph at 0x14205e9a0>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "node_selection = df_degree['node'].tolist()\n",
    "\n",
    "graph = plot_network(node_selection, size='15')\n",
    "graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "vertical-surgeon",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'distribution_landscape.pdf'"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# save the whole network for posterity\n",
    "graph.render('distribution_landscape', view=False, cleanup=True)"
   ]
  }
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