{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f8501486",
   "metadata": {},
   "source": [
    "# pdf002_2d_pdf\n",
    "Example macro showing some major probability density functions in ROOT.\n",
    "The macro shows four of them with\n",
    "respect to their two variables. In order to run the macro type:\n",
    "\n",
    "```cpp\n",
    "  root [0] .x mathcoreStatFunc.C\n",
    "```\n",
    "\n",
    "Original tutorial by Andras Zsenei.\n",
    "\n",
    "\n",
    "\n",
    "**Author:** Alberto Ferro  \n",
    "<i><small>This notebook tutorial was automatically generated with <a href= \"https://github.com/root-project/root/blob/master/documentation/doxygen/converttonotebook.py\">ROOTBOOK-izer</a> from the macro found in the ROOT repository  on Tuesday, May 19, 2026 at 08:26 PM.</small></i>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "91504ca8",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:26:30.296388Z",
     "iopub.status.busy": "2026-05-19T20:26:30.296269Z",
     "iopub.status.idle": "2026-05-19T20:26:31.323659Z",
     "shell.execute_reply": "2026-05-19T20:26:31.323216Z"
    }
   },
   "outputs": [],
   "source": [
    "import ROOT\n",
    "\n",
    "\n",
    "f1a = ROOT.TF2(\"f1a\",\"ROOT::Math::cauchy_pdf(x, y)\",0,10,0,10)\n",
    "f2a = ROOT.TF2(\"f2a\",\"ROOT::Math::chisquared_pdf(x,y)\",0,20, 0,20)\n",
    "f3a = ROOT.TF2(\"f3a\",\"ROOT::Math::gaussian_pdf(x,y)\",0,10,0,5)\n",
    "f4a = ROOT.TF2(\"f4a\",\"ROOT::Math::tdistribution_pdf(x,y)\",0,10,0,5)\n",
    "\n",
    "c1 = ROOT.TCanvas(\"c1\",\"c1\",800,650)\n",
    "c1.Divide(2,2)\n",
    "c1.cd(1)\n",
    "f1a.SetLineWidth(1)\n",
    "f1a.Draw(\"surf1\")\n",
    "c1.cd(2)\n",
    "f2a.SetLineWidth(1)\n",
    "f2a.Draw(\"surf1\")\n",
    "c1.cd(3)\n",
    "f3a.SetLineWidth(1)\n",
    "f3a.Draw(\"surf1\")\n",
    "c1.cd(4)\n",
    "f4a.SetLineWidth(1)\n",
    "f4a.Draw(\"surf1\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "de0a7118",
   "metadata": {},
   "source": [
    "Draw all canvases "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5974e986",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:26:31.333469Z",
     "iopub.status.busy": "2026-05-19T20:26:31.333317Z",
     "iopub.status.idle": "2026-05-19T20:26:31.605638Z",
     "shell.execute_reply": "2026-05-19T20:26:31.605003Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "<div id=\"root_plot_1779222391593\" style=\"width: 800px; height: 650px; position: relative\">\n",
       "</div>\n",
       "\n",
       "</div>\n",
       "<script>\n",
       "   function process_root_plot_1779222391593() {\n",
       "      function execCode(Core) {\n",
       "         Core.settings.HandleKeys = false;\n",
       "         \n",
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').then(json => {\n",
       "   const obj = Core.parse(json);\n",
       "   Core.draw('root_plot_1779222391593', obj, '');\n",
       "});\n",
       "\n",
       "      }\n",
       "      const servers = ['/static/', 'https://root.cern/js/7.11.0/', 'https://jsroot.gsi.de/7.11.0/'],\n",
       "            path = 'build/jsroot';\n",
       "      if (typeof JSROOT !== 'undefined')\n",
       "         execCode(JSROOT);\n",
       "      else if (typeof requirejs !== 'undefined') {\n",
       "         servers.forEach((s,i) => { servers[i] = s + path; });\n",
       "         requirejs.config({ paths: { 'jsroot' : servers } })(['jsroot'],  execCode);\n",
       "      } else {\n",
       "         const config = document.getElementById('jupyter-config-data');\n",
       "         if (config)\n",
       "            servers[0] = (JSON.parse(config.innerHTML || '{}')?.baseUrl || '/') + 'static/';\n",
       "         else\n",
       "            servers.shift();\n",
       "         function loadJsroot() {\n",
       "            return !servers.length ? 0 : import(servers.shift() + path + '.js').catch(loadJsroot).then(() => execCode(JSROOT));\n",
       "         }\n",
       "         loadJsroot();\n",
       "      }\n",
       "   }\n",
       "   process_root_plot_1779222391593();\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from ROOT import gROOT \n",
    "gROOT.GetListOfCanvases().Draw()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.12.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
