{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "5b4630f8",
   "metadata": {},
   "source": [
    "# rf804_mcstudy_constr\n",
    "Validation and MC studies: using RooMCStudy on models with constrains\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "**Author:** Wouter Verkerke  \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 08:35 PM.</small></i>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5f9ee128",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:27.314188Z",
     "iopub.status.busy": "2026-05-19T20:35:27.314084Z",
     "iopub.status.idle": "2026-05-19T20:35:27.332101Z",
     "shell.execute_reply": "2026-05-19T20:35:27.331542Z"
    }
   },
   "outputs": [],
   "source": [
    "%%cpp -d\n",
    "#include \"RooRealVar.h\"\n",
    "#include \"RooDataSet.h\"\n",
    "#include \"RooGaussian.h\"\n",
    "#include \"RooPolynomial.h\"\n",
    "#include \"RooAddPdf.h\"\n",
    "#include \"RooProdPdf.h\"\n",
    "#include \"RooMCStudy.h\"\n",
    "#include \"RooPlot.h\"\n",
    "#include \"TCanvas.h\"\n",
    "#include \"TAxis.h\"\n",
    "#include \"TH1.h\"\n",
    "using namespace RooFit;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c4172b87",
   "metadata": {},
   "source": [
    "Create model with parameter constraint\n",
    "---------------------------------------------------------------------------"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "016303e6",
   "metadata": {},
   "source": [
    "Observable"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "8910d36e",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:27.333954Z",
     "iopub.status.busy": "2026-05-19T20:35:27.333833Z",
     "iopub.status.idle": "2026-05-19T20:35:27.669144Z",
     "shell.execute_reply": "2026-05-19T20:35:27.668474Z"
    }
   },
   "outputs": [],
   "source": [
    "RooRealVar x(\"x\", \"x\", -10, 10);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7772cc21",
   "metadata": {},
   "source": [
    "Signal component"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "485af05a",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:27.686015Z",
     "iopub.status.busy": "2026-05-19T20:35:27.685872Z",
     "iopub.status.idle": "2026-05-19T20:35:27.894771Z",
     "shell.execute_reply": "2026-05-19T20:35:27.894215Z"
    }
   },
   "outputs": [],
   "source": [
    "RooRealVar m(\"m\", \"m\", 0, -10, 10);\n",
    "RooRealVar s(\"s\", \"s\", 2, 0.1, 10);\n",
    "RooGaussian g(\"g\", \"g\", x, m, s);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6a63178e",
   "metadata": {},
   "source": [
    "Background component"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "792fae4b",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:27.907839Z",
     "iopub.status.busy": "2026-05-19T20:35:27.907682Z",
     "iopub.status.idle": "2026-05-19T20:35:28.116666Z",
     "shell.execute_reply": "2026-05-19T20:35:28.116052Z"
    }
   },
   "outputs": [],
   "source": [
    "RooPolynomial p(\"p\", \"p\", x);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "647ca5eb",
   "metadata": {},
   "source": [
    "Composite model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f1b8be36",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:28.118640Z",
     "iopub.status.busy": "2026-05-19T20:35:28.118508Z",
     "iopub.status.idle": "2026-05-19T20:35:28.334291Z",
     "shell.execute_reply": "2026-05-19T20:35:28.333640Z"
    }
   },
   "outputs": [],
   "source": [
    "RooRealVar f(\"f\", \"f\", 0.4, 0., 1.);\n",
    "RooAddPdf sum(\"sum\", \"sum\", RooArgSet(g, p), f);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "644624a6",
   "metadata": {},
   "source": [
    "Construct constraint on parameter f"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c5ef9752",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:28.347385Z",
     "iopub.status.busy": "2026-05-19T20:35:28.347252Z",
     "iopub.status.idle": "2026-05-19T20:35:28.556268Z",
     "shell.execute_reply": "2026-05-19T20:35:28.555646Z"
    }
   },
   "outputs": [],
   "source": [
    "RooGaussian fconstraint(\"fconstraint\", \"fconstraint\", f, 0.7, 0.1);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7aab34da",
   "metadata": {},
   "source": [
    "Multiply constraint with pdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "03917ef8",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:28.558320Z",
     "iopub.status.busy": "2026-05-19T20:35:28.558150Z",
     "iopub.status.idle": "2026-05-19T20:35:28.767588Z",
     "shell.execute_reply": "2026-05-19T20:35:28.767032Z"
    }
   },
   "outputs": [],
   "source": [
    "RooProdPdf sumc(\"sumc\", \"sum with constraint\", RooArgSet(sum, fconstraint));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "73b6981a",
   "metadata": {},
   "source": [
    "Setup toy study with model\n",
    "---------------------------------------------------"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eff8d427",
   "metadata": {},
   "source": [
    "Perform toy study with internal constraint on f"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "6bc25a9f",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:28.769318Z",
     "iopub.status.busy": "2026-05-19T20:35:28.769202Z",
     "iopub.status.idle": "2026-05-19T20:35:28.978354Z",
     "shell.execute_reply": "2026-05-19T20:35:28.977716Z"
    }
   },
   "outputs": [],
   "source": [
    "RooMCStudy mcs(sumc, x, Constrain(f), Silence(), Binned(), FitOptions(PrintLevel(-1)));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c80fddd6",
   "metadata": {},
   "source": [
    "Run 500 toys of 2000 events.\n",
    "Before each toy is generated, a value for the f is sampled from the constraint pdf and\n",
    "that value is used for the generation of that toy."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "53ce479d",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:28.980375Z",
     "iopub.status.busy": "2026-05-19T20:35:28.980250Z",
     "iopub.status.idle": "2026-05-19T20:35:29.605962Z",
     "shell.execute_reply": "2026-05-19T20:35:29.605548Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 355\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 350\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 345\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 340\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 335\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 330\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 325\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 320\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 315\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 310\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 305\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 300\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 295\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 290\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 285\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 280\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 275\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 270\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 265\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 260\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 255\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 250\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 245\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 240\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 235\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 230\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 225\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 220\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 215\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 210\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 205\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 200\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 195\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 190\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 185\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 180\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 175\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 170\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 165\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 160\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 155\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 150\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 145\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 140\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 135\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 130\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 125\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 120\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 115\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 110\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 105\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 100\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 95\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 90\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 85\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 80\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 75\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 70\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 65\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 60\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 55\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 50\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 45\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 40\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 35\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 30\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 25\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 20\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 15\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 10\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 5\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n",
      "[#0] PROGRESS:Generation -- RooMCStudy::run: sample 0\n",
      "[#0] WARNING:InputArguments -- fitTo(sumc) WARNING: argument PrintLevel is duplicated\n"
     ]
    }
   ],
   "source": [
    "mcs.generateAndFit(500, 2000);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a1636323",
   "metadata": {},
   "source": [
    "Make plot of distribution of generated value of f parameter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "496a2584",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:29.609447Z",
     "iopub.status.busy": "2026-05-19T20:35:29.609324Z",
     "iopub.status.idle": "2026-05-19T20:35:29.827843Z",
     "shell.execute_reply": "2026-05-19T20:35:29.827446Z"
    }
   },
   "outputs": [],
   "source": [
    "TH1 *h_f_gen = mcs.fitParDataSet().createHistogram(\"f_gen\", AutoBinning(40));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dcdcc486",
   "metadata": {},
   "source": [
    "Make plot of distribution of fitted value of f parameter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "62dfa6fa",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:29.829796Z",
     "iopub.status.busy": "2026-05-19T20:35:29.829666Z",
     "iopub.status.idle": "2026-05-19T20:35:30.040215Z",
     "shell.execute_reply": "2026-05-19T20:35:30.039194Z"
    }
   },
   "outputs": [],
   "source": [
    "RooPlot *frame1 = mcs.plotParam(f, Bins(40));\n",
    "frame1->SetTitle(\"Distribution of fitted f values\");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3084c409",
   "metadata": {},
   "source": [
    "Make plot of pull distribution on f"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "892e1992",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:30.041635Z",
     "iopub.status.busy": "2026-05-19T20:35:30.041500Z",
     "iopub.status.idle": "2026-05-19T20:35:30.254410Z",
     "shell.execute_reply": "2026-05-19T20:35:30.253638Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[#1] INFO:ObjectHandling -- RooWorkspace::import() importing RooRealVar::fpull\n",
      "\n",
      "[#1] INFO:Fitting -- RooAbsPdf::fitTo(pullGauss_over_pullGauss_Int[fpull]) fixing normalization set for coefficient determination to observables in data\n",
      "[#1] INFO:Fitting -- using generic CPU library compiled with no vectorizations\n",
      "[#1] INFO:Fitting -- Creation of NLL object took 136.69 μs\n",
      "[#1] INFO:Fitting -- RooAddition::defaultErrorLevel(nll_pullGauss_over_pullGauss_Int[fpull]_fitParData_sumc) Summation contains a RooNLLVar, using its error level\n",
      "[#1] INFO:Minimization -- [fitFCN] No discrete parameters, performing continuous minimization only\n"
     ]
    }
   ],
   "source": [
    "RooPlot *frame2 = mcs.plotPull(f, Bins(40), FitGauss());\n",
    "frame1->SetTitle(\"Distribution of f pull values\");\n",
    "\n",
    "TCanvas *c = new TCanvas(\"rf804_mcstudy_constr\", \"rf804_mcstudy_constr\", 1200, 400);\n",
    "c->Divide(3);\n",
    "c->cd(1);\n",
    "gPad->SetLeftMargin(0.15);\n",
    "h_f_gen->GetYaxis()->SetTitleOffset(1.4);\n",
    "h_f_gen->Draw();\n",
    "c->cd(2);\n",
    "gPad->SetLeftMargin(0.15);\n",
    "frame1->GetYaxis()->SetTitleOffset(1.4);\n",
    "frame1->Draw();\n",
    "c->cd(3);\n",
    "gPad->SetLeftMargin(0.15);\n",
    "frame2->GetYaxis()->SetTitleOffset(1.4);\n",
    "frame2->Draw();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "02c4c8c1",
   "metadata": {},
   "source": [
    "Draw all canvases "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "df03bb48",
   "metadata": {
    "collapsed": false,
    "execution": {
     "iopub.execute_input": "2026-05-19T20:35:30.255812Z",
     "iopub.status.busy": "2026-05-19T20:35:30.255684Z",
     "iopub.status.idle": "2026-05-19T20:35:30.499962Z",
     "shell.execute_reply": "2026-05-19T20:35:30.498878Z"
    }
   },
   "outputs": [
    {
     "data": {
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').then(json => {\n",
       "   const obj = Core.parse(json);\n",
       "   Core.draw('root_plot_1779222930445', 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_1779222930445();\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%jsroot on\n",
    "gROOT->GetListOfCanvases()->Draw()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "ROOT C++",
   "language": "c++",
   "name": "root"
  },
  "language_info": {
   "codemirror_mode": "text/x-c++src",
   "file_extension": ".C",
   "mimetype": " text/x-c++src",
   "name": "c++"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}