03_gen.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Generate Synthetic Data\n",
    "\n",
    "In this chapter, we talk about how we generate the synthetic data of participants' biomarker measurements. These data are used to test our algorithms.  \n",
    "\n",
    "## Obtain Estimated Distribution Parameters\n",
    "\n",
    "In @sec-gen, we mentioned that EBM can be used as a generative model and we need to know $S, \\theta, \\phi$ and $k_j$.\n",
    "\n",
    "First, we obtained  $S, \\theta, \\phi$ from @chen2016staging:\n",
    "\n",
    "![Theta and Phi from Chen's Paper](img/chen1.png){#fig-chen1}\n",
    "\n",
    "![S from Chen's Paper](img/chen2.png){#fig-chen2}\n",
    "\n",
    "This is our estimation:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd \n",
    "import numpy as np \n",
    "import matplotlib.pyplot as plt \n",
    "import json \n",
    "import scipy.stats as stats\n",
    "from typing import List, Optional, Tuple, Dict\n",
    "import os \n",
    "import seaborn as sns\n",
    "import altair as alt "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "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>biomarker</th>\n",
       "      <th>theta_mean</th>\n",
       "      <th>theta_std</th>\n",
       "      <th>phi_mean</th>\n",
       "      <th>phi_std</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMSE</td>\n",
       "      <td>22.0</td>\n",
       "      <td>2.666667</td>\n",
       "      <td>28.0</td>\n",
       "      <td>0.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ADAS</td>\n",
       "      <td>-20.0</td>\n",
       "      <td>4.000000</td>\n",
       "      <td>-6.0</td>\n",
       "      <td>1.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AB</td>\n",
       "      <td>150.0</td>\n",
       "      <td>16.666667</td>\n",
       "      <td>250.0</td>\n",
       "      <td>50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>P-Tau</td>\n",
       "      <td>-50.0</td>\n",
       "      <td>33.333333</td>\n",
       "      <td>-25.0</td>\n",
       "      <td>16.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>HIP-FCI</td>\n",
       "      <td>-5.0</td>\n",
       "      <td>6.666667</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>HIP-GMI</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.233333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>AVLT-Sum</td>\n",
       "      <td>20.0</td>\n",
       "      <td>6.666667</td>\n",
       "      <td>40.0</td>\n",
       "      <td>15.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>PCC-FCI</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.333333</td>\n",
       "      <td>12.0</td>\n",
       "      <td>4.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>FUS-GMI</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.066667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>FUS-FCI</td>\n",
       "      <td>-20.0</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>3.333333</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  biomarker  theta_mean  theta_std  phi_mean    phi_std\n",
       "0      MMSE        22.0   2.666667      28.0   0.666667\n",
       "1      ADAS       -20.0   4.000000      -6.0   1.333333\n",
       "2        AB       150.0  16.666667     250.0  50.000000\n",
       "3     P-Tau       -50.0  33.333333     -25.0  16.666667\n",
       "4   HIP-FCI        -5.0   6.666667       5.0   1.666667\n",
       "5   HIP-GMI         0.3   0.333333       0.4   0.233333\n",
       "6  AVLT-Sum        20.0   6.666667      40.0  15.000000\n",
       "7   PCC-FCI         5.0   3.333333      12.0   4.000000\n",
       "8   FUS-GMI         0.5   0.066667       0.6   0.066667\n",
       "9   FUS-FCI       -20.0   6.000000     -10.0   3.333333"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#| code-fold: true\n",
    "\n",
    "all_ten_biomarker_names = np.array([\n",
    "    'MMSE', 'ADAS', 'AB', 'P-Tau', 'HIP-FCI', \n",
    "    'HIP-GMI', 'AVLT-Sum', 'PCC-FCI', 'FUS-GMI', 'FUS-FCI'])\n",
    "# in the order above\n",
    "# cyan, normal\n",
    "phi_means = [28, -6, 250, -25, 5, 0.4, 40, 12, 0.6, -10]\n",
    "# black, abnormal\n",
    "theta_means = [22, -20, 150, -50, -5, 0.3, 20, 5, 0.5, -20]\n",
    "# cyan, normal\n",
    "phi_std_times_three = [2, 4, 150, 50, 5, 0.7, 45, 12, 0.2, 10]\n",
    "phi_stds = [std_dev/3 for std_dev in phi_std_times_three]\n",
    "# black, abnormal\n",
    "theta_std_times_three = [8, 12, 50, 100, 20, 1, 20, 10, 0.2, 18]\n",
    "theta_stds = [std_dev/3 for std_dev in theta_std_times_three]\n",
    "\n",
    "# to get the real_theta_phi means and stds\n",
    "hashmap_of_dicts = {}\n",
    "for i, biomarker in enumerate(all_ten_biomarker_names):\n",
    "    dic = {}\n",
    "    # dic = {\"biomarker\": biomarker}\n",
    "    dic['theta_mean'] = theta_means[i]\n",
    "    dic['theta_std'] = theta_stds[i]\n",
    "    dic['phi_mean'] = phi_means[i]\n",
    "    dic['phi_std'] = phi_stds[i]\n",
    "    hashmap_of_dicts[biomarker] = dic \n",
    "hashmap_of_dicts\n",
    "\n",
    "real_theta_phi = pd.DataFrame(hashmap_of_dicts).transpose().reset_index(names=['biomarker'])\n",
    "real_theta_phi"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Store the parameters to a `JSON` file:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('files/real_theta_phi.json', 'w') as fp:\n",
    "    json.dump(hashmap_of_dicts, fp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 2000x1000 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#| code-fold: true\n",
    "#| fig-cap: evaluate theta and phi estimations\n",
    "#| label: fig-eval-theta-phi-estimations\n",
    "\n",
    "biomarkers = all_ten_biomarker_names\n",
    "n_biomarkers = len(biomarkers)\n",
    "\n",
    "def plot_distribution_pair(ax, mu1, sigma1, mu2, sigma2, title):\n",
    "    \"\"\"mu1, sigma1: theta\n",
    "    mu2, sigma2: phi\n",
    "    \"\"\"\n",
    "    xmin = min(mu1 - 4*sigma1, mu2-4*sigma2)\n",
    "    xmax = max(mu1 + 4*sigma1, mu2 + 4*sigma2)\n",
    "    x = np.linspace(xmin, xmax, 1000)\n",
    "    y1 = stats.norm.pdf(x, loc = mu1, scale = sigma1)\n",
    "    y2 = stats.norm.pdf(x, loc = mu2, scale = sigma2)\n",
    "    ax.plot(x, y1, label = \"Abnormal\", color = \"black\")\n",
    "    ax.plot(x, y2, label = \"Normal\", color = \"cyan\")\n",
    "    ax.fill_between(x, y1, alpha = 0.3, color = \"black\")\n",
    "    ax.fill_between(x, y2, alpha = 0.3, color = \"cyan\")\n",
    "    ax.set_title(title)\n",
    "    ax.legend()\n",
    "\n",
    "fig, axes = plt.subplots(2, n_biomarkers//2, figsize=(20, 10))\n",
    "for i, biomarker in enumerate(biomarkers):\n",
    "    ax = axes.flatten()[i] \n",
    "    mu1, sigma1, mu2, sigma2 = real_theta_phi[\n",
    "        real_theta_phi.biomarker == biomarker].reset_index().iloc[0, :][2:].values\n",
    "    plot_distribution_pair(\n",
    "        ax, mu1, sigma1, mu2, sigma2, title = biomarker)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can compare this to @fig-chen1. \n",
    "\n",
    "## The Generating Process\n",
    "\n",
    "In the following, we explain our data generation process. \n",
    "\n",
    "We have the following parameters:\n",
    "\n",
    "$J$: Number of participants. \n",
    "\n",
    "$R$: The percentage of healthy participants. \n",
    "\n",
    "$M$: Number of datasets per combination of $j$ and $r$.\n",
    "\n",
    "We set these parameters:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "js = [50, 200, 500]\n",
    "rs = [0.1, 0.25, 0.5, 0.75, 0.9]\n",
    "num_of_datasets_per_combination = 50"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So, there will be $3 \\times 5 \\times 50 = 750$ datasets to be generated.\n",
    "\n",
    "We define our `generate_data_from_ebm` function:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "#| code-fold: true\n",
    "def generate_data_from_ebm(\n",
    "    n_participants: int,\n",
    "    S_ordering: List[str],\n",
    "    real_theta_phi_file: str,\n",
    "    healthy_ratio: float,\n",
    "    output_dir: str,\n",
    "    m,  # combstr_m\n",
    "    seed: Optional[int] = 0\n",
    ") -> pd.DataFrame:\n",
    "    \"\"\"\n",
    "    Simulate an Event-Based Model (EBM) for disease progression.\n",
    "\n",
    "    Args:\n",
    "    n_participants (int): Number of participants.\n",
    "    S_ordering (List[str]): Biomarker names ordered according to the order \n",
    "        in which each of them get affected by the disease.\n",
    "    real_theta_phi_file (str): Directory of a JSON file which contains \n",
    "        theta and phi values for all biomarkers.\n",
    "        See real_theta_phi.json for example format.\n",
    "    output_dir (str): Directory where output files will be saved.\n",
    "    healthy_ratio (float): Proportion of healthy participants out of n_participants.\n",
    "    seed (Optional[int]): Seed for the random number generator for reproducibility.\n",
    "\n",
    "    Returns:\n",
    "    pd.DataFrame: A DataFrame with columns 'participant', \"biomarker\", 'measurement', \n",
    "        'diseased'.\n",
    "    \"\"\"\n",
    "    # Parameter validation\n",
    "    assert n_participants > 0, \"Number of participants must be greater than 0.\"\n",
    "    assert 0 <= healthy_ratio <= 1, \"Healthy ratio must be between 0 and 1.\"\n",
    "\n",
    "    # Set the seed for numpy's random number generator\n",
    "    rng = np.random.default_rng(seed)\n",
    "\n",
    "    # Load theta and phi values from the JSON file\n",
    "    try:\n",
    "        with open(real_theta_phi_file) as f:\n",
    "            real_theta_phi = json.load(f)\n",
    "    except FileNotFoundError:\n",
    "        raise FileNotFoundError(f\"File {real_theta_phi} not fount\")\n",
    "    except json.JSONDecodeError:\n",
    "        raise ValueError(\n",
    "            f\"File {real_theta_phi_file} is not a valid JSON file.\")\n",
    "\n",
    "    n_biomarkers = len(S_ordering)\n",
    "    n_stages = n_biomarkers + 1\n",
    "\n",
    "    n_healthy = int(n_participants * healthy_ratio)\n",
    "    n_diseased = int(n_participants - n_healthy)\n",
    "\n",
    "    # Generate disease stages\n",
    "    kjs = np.concatenate((np.zeros(n_healthy, dtype=int),\n",
    "                         rng.integers(1, n_stages, n_diseased)))\n",
    "    # shuffle so that it's not 0s first and then disease stages bur all random\n",
    "    rng.shuffle(kjs)\n",
    "\n",
    "    # Initiate biomarker measurement matrix (J participants x N biomarkers) with None\n",
    "    X = np.full((n_participants, n_biomarkers), None, dtype=object)\n",
    "\n",
    "    # Create distributions for each biomarker\n",
    "    theta_dist = {biomarker: stats.norm(\n",
    "        real_theta_phi[biomarker]['theta_mean'],\n",
    "        real_theta_phi[biomarker]['theta_std']\n",
    "    ) for biomarker in S_ordering}\n",
    "\n",
    "    phi_dist = {biomarker: stats.norm(\n",
    "        real_theta_phi[biomarker]['phi_mean'],\n",
    "        real_theta_phi[biomarker]['phi_std']\n",
    "    ) for biomarker in S_ordering}\n",
    "\n",
    "    # Populate the matrix with biomarker measurements\n",
    "    for j in range(n_participants):\n",
    "        for n, biomarker in enumerate(S_ordering):\n",
    "            # because for each j, we generate X[j, n] in the order of S_ordering,\n",
    "            # the final dataset will have this ordering as well.\n",
    "            k_j = kjs[j]\n",
    "            S_n = n + 1\n",
    "\n",
    "            # Assign biomarker values based on the participant's disease stage\n",
    "            # affected, or not_affected, is regarding the biomarker, not the participant\n",
    "            if k_j >= 1:\n",
    "                if k_j >= S_n:\n",
    "                    # rvs() is affected by np.random()\n",
    "                    X[j, n] = (\n",
    "                        j, biomarker, theta_dist[biomarker].rvs(random_state=rng), k_j, S_n, 'affected')\n",
    "                else:\n",
    "                    X[j, n] = (j, biomarker, phi_dist[biomarker].rvs(random_state=rng),\n",
    "                               k_j, S_n, 'not_affected')\n",
    "            # if the participant is healthy\n",
    "            else:\n",
    "                X[j, n] = (j, biomarker, phi_dist[biomarker].rvs(random_state=rng),\n",
    "                           k_j, S_n, 'not_affected')\n",
    "\n",
    "    df = pd.DataFrame(X, columns=S_ordering)\n",
    "    # make this dataframe wide to long\n",
    "    df_long = df.melt(var_name=\"Biomarker\", value_name=\"Value\")\n",
    "    data = df_long['Value'].apply(pd.Series)\n",
    "    data.columns = ['participant', \"biomarker\",\n",
    "                    'measurement', 'k_j', 'S_n', 'affected_or_not']\n",
    "\n",
    "    # biomarker_name_change_dic = dict(\n",
    "    #     zip(S_ordering, range(1, n_biomarkers + 1)))\n",
    "    data['diseased'] = data.apply(lambda row: row.k_j > 0, axis=1)\n",
    "    # data.drop(['k_j', 'S_n', 'affected_or_not'], axis=1, inplace=True)\n",
    "    # data['biomarker'] = data.apply(\n",
    "    #     lambda row: f\"{row.biomarker} ({biomarker_name_change_dic[row.biomarker]})\", axis=1)\n",
    "\n",
    "    if not os.path.exists(output_dir):\n",
    "        os.makedirs(output_dir)\n",
    "\n",
    "    filename = f\"{int(healthy_ratio*n_participants)}|{n_participants}_{m}\"\n",
    "    data.to_csv(f'{output_dir}/{filename}.csv', index=False)\n",
    "    # print(\"Data generation done! Output saved to:\", filename)\n",
    "    return data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "S_ordering = np.array([\n",
    "    'HIP-FCI', 'PCC-FCI', 'AB', 'P-Tau', 'MMSE', 'ADAS', \n",
    "    'HIP-GMI', 'AVLT-Sum', 'FUS-GMI', 'FUS-FCI'\n",
    "])\n",
    "\n",
    "# where the generated data will be saved\n",
    "output_dir = 'data'\n",
    "\n",
    "# We run the following only once; once the data is generated, we no longer run it\n",
    "# We still show the codes to present our generation process\n",
    "torun = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "#| eval: false\n",
    "\n",
    "if torun:\n",
    "    real_theta_phi_file = 'files/real_theta_phi.json'\n",
    "    for j in js:\n",
    "        for r in rs:\n",
    "            for m in range(0, num_of_datasets_per_combination):\n",
    "                generate_data_from_ebm(\n",
    "                    n_participants=j,\n",
    "                    S_ordering=S_ordering,\n",
    "                    real_theta_phi_file=real_theta_phi_file,\n",
    "                    healthy_ratio=r,\n",
    "                    output_dir=output_dir,\n",
    "                    m=m,\n",
    "                    seed = int(j*10 + (r * 100) + m),\n",
    "                )\n",
    "        print(f'Done for J={j}')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize Synthetic Data\n",
    "\n",
    "Above, we have generated 750 datasets, named in the fashion of `150|200_3`, which means the third dataset when $j = 200$ and $r = 0.75$.\n",
    "\n",
    "Next, we try to visualize this dataset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "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>participant</th>\n",
       "      <th>biomarker</th>\n",
       "      <th>measurement</th>\n",
       "      <th>k_j</th>\n",
       "      <th>S_n</th>\n",
       "      <th>affected_or_not</th>\n",
       "      <th>diseased</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>HIP-FCI</td>\n",
       "      <td>3.135981</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>HIP-FCI</td>\n",
       "      <td>12.593704</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>HIP-FCI</td>\n",
       "      <td>6.220776</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>HIP-FCI</td>\n",
       "      <td>3.545100</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>HIP-FCI</td>\n",
       "      <td>3.966541</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   participant biomarker  measurement  k_j  S_n affected_or_not  diseased\n",
       "0            0   HIP-FCI     3.135981    0    1    not_affected     False\n",
       "1            1   HIP-FCI    12.593704    2    1        affected      True\n",
       "2            2   HIP-FCI     6.220776    0    1    not_affected     False\n",
       "3            3   HIP-FCI     3.545100    0    1    not_affected     False\n",
       "4            4   HIP-FCI     3.966541    0    1    not_affected     False"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(f\"{output_dir}/150|200_3.csv\")\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2000, 7)"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This dataset has $2000$ rows because we have $200$ participants and $10$ biomarkers. \n",
    "\n",
    "### Distribution of all biomarker values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 25,
     "metadata": {
      "image/png": {
       "height": 504,
       "width": 723
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#| code-fold: true\n",
    "#| fig-cap: \"Distribution of biomarker measurments\"\n",
    "#| label: fig-dist-biomarker-vals\n",
    "\n",
    "alt.renderers.enable('png')\n",
    "alt.Chart(df).transform_density(\n",
    "    'measurement',\n",
    "    as_=['measurement', 'Density'],\n",
    "    groupby=['biomarker']\n",
    ").mark_area().encode(\n",
    "    x=\"measurement:Q\",\n",
    "    y=\"Density:Q\",\n",
    "    facet = alt.Facet(\n",
    "        \"biomarker:N\",\n",
    "        columns = 5\n",
    "    ),\n",
    "    color=alt.Color(\n",
    "        'biomarker:N'\n",
    "    )\n",
    ").properties(\n",
    "    width= 100,\n",
    "    height = 180,\n",
    ").properties(\n",
    "    title='Distribution of biomarker measurments'\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Distribution of A Specific Biomarker"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 26,
     "metadata": {
      "image/png": {
       "height": 302,
       "width": 657
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#| code-fold: true\n",
    "#| fig-cap: Distribution of HIP-FCI measurements, compring bewteen affected and non-affected group\n",
    "#| label: fig-dist-specific-biomarker-vals\n",
    "\n",
    "idx = 1\n",
    "biomarkers = df.biomarker.unique()\n",
    "bio_data = df[df.biomarker==biomarkers[idx]]\n",
    "alt.Chart(bio_data).transform_density(\n",
    "    'measurement',\n",
    "    as_=['measurement', 'Density'],\n",
    "    groupby=['affected_or_not']\n",
    ").mark_area().encode(\n",
    "    x=\"measurement:Q\",\n",
    "    y=\"Density:Q\",\n",
    "    facet = alt.Facet(\n",
    "        \"affected_or_not:N\",\n",
    "    ),\n",
    "    color=alt.Color(\n",
    "        'affected_or_not:N'\n",
    "    )\n",
    ").properties(\n",
    "    width= 240,\n",
    "    height = 200,\n",
    ").properties(\n",
    "    title=f'Distribution of {biomarker} measurements'\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Looking into A Specific Participant"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "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>participant</th>\n",
       "      <th>biomarker</th>\n",
       "      <th>measurement</th>\n",
       "      <th>k_j</th>\n",
       "      <th>S_n</th>\n",
       "      <th>affected_or_not</th>\n",
       "      <th>diseased</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>HIP-FCI</td>\n",
       "      <td>12.593704</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>1</td>\n",
       "      <td>PCC-FCI</td>\n",
       "      <td>7.164017</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>401</th>\n",
       "      <td>1</td>\n",
       "      <td>AB</td>\n",
       "      <td>182.033823</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>601</th>\n",
       "      <td>1</td>\n",
       "      <td>P-Tau</td>\n",
       "      <td>-25.345325</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>801</th>\n",
       "      <td>1</td>\n",
       "      <td>MMSE</td>\n",
       "      <td>27.600823</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1001</th>\n",
       "      <td>1</td>\n",
       "      <td>ADAS</td>\n",
       "      <td>-4.920415</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1201</th>\n",
       "      <td>1</td>\n",
       "      <td>HIP-GMI</td>\n",
       "      <td>0.099052</td>\n",
       "      <td>2</td>\n",
       "      <td>7</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1401</th>\n",
       "      <td>1</td>\n",
       "      <td>AVLT-Sum</td>\n",
       "      <td>30.270797</td>\n",
       "      <td>2</td>\n",
       "      <td>8</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1601</th>\n",
       "      <td>1</td>\n",
       "      <td>FUS-GMI</td>\n",
       "      <td>0.658954</td>\n",
       "      <td>2</td>\n",
       "      <td>9</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1801</th>\n",
       "      <td>1</td>\n",
       "      <td>FUS-FCI</td>\n",
       "      <td>-11.701559</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "      <td>not_affected</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      participant biomarker  measurement  k_j  S_n affected_or_not  diseased\n",
       "1               1   HIP-FCI    12.593704    2    1        affected      True\n",
       "201             1   PCC-FCI     7.164017    2    2        affected      True\n",
       "401             1        AB   182.033823    2    3    not_affected      True\n",
       "601             1     P-Tau   -25.345325    2    4    not_affected      True\n",
       "801             1      MMSE    27.600823    2    5    not_affected      True\n",
       "1001            1      ADAS    -4.920415    2    6    not_affected      True\n",
       "1201            1   HIP-GMI     0.099052    2    7    not_affected      True\n",
       "1401            1  AVLT-Sum    30.270797    2    8    not_affected      True\n",
       "1601            1   FUS-GMI     0.658954    2    9    not_affected      True\n",
       "1801            1   FUS-FCI   -11.701559    2   10    not_affected      True"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pidx = 1\n",
    "p_data = df[df.participant == pidx]\n",
    "p_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 28,
     "metadata": {
      "image/png": {
       "height": 401,
       "width": 424
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#| code-fold: true\n",
    "#| fig-cap: Distribution of biomarker measurements for a specific participant\n",
    "#| label: fig-dist-biomarker-vals-for-participant\n",
    "\n",
    "pidx =1 # participant index\n",
    "p_data = df[df.participant == pidx]\n",
    "alt.Chart(p_data).mark_bar().encode(\n",
    "    x='biomarker',\n",
    "    y='measurement',\n",
    "    color=alt.Color(\n",
    "        'affected_or_not:N'\n",
    "    ),\n",
    "    tooltip=['biomarker', 'affected_or_not', 'measurement']\n",
    ").interactive().properties(\n",
    "    title=f'Distribution of biomarker measurements for participant #{idx} (k_j = {p_data.k_j.to_list()[0]})'\n",
    ")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "bayes",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.19"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}