{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Générateurs de variables aléatoires" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Variable aléatoire uniforme sur [0,1]" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "N = 10000 # nombre de tirages\n", "X = ??? # simuler un vecteur de v.a. uniformes sur [0,1]\n", "\n", "fig = plt.figure()\n", "plt.hist(X, density=\"True\", bins=100, label=\"histogramme des realisations\")\n", "plt.plot([0, 1], [1, 1], color=\"red\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Variable aléatoire exponentielle" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### (a) en utilisant la fonction np.random.exponential" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "N = 10000 # nombre de tirages\n", "lam = 2 # parametre de la loi exponentielle\n", "Z = ??? # utiliser la fonction np.random.exponential\n", "\n", "x = np.linspace(0,10,100)\n", "densiteExp = lam * np.exp(-lam*x)\n", "\n", "fig = plt.figure()\n", "plt.hist(Z, density=\"True\", bins=100, label=\"histogramme des realisations\")\n", "plt.plot(x, densiteExp, color=\"red\", label=\"densite\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### (b) à partir d'une loi uniforme sur [0,1]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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MwHKe6GEBAMD/CCznqeWJzQQWAAD8h8Bynlqm5yewAADgPwSW83SYHhYAAPyOwHKe3Lc1HzkiNTYaWwwAAGGKwHKebDFdddJ06ms8dMjYYgAACFMElvPkNEWotmUci9VqaC0AAIQrAosPWLsmuFa+/NLYQgAACFMEFh+oiSOwAADgTwQWH2jpYXnhT2sNrgQAgPBEYPEB66keluSjtQZXAgBAeCKw+EDNqR6WpHoCCwAA/kBg8QF6WAAA8C8Ciw+0jGFJPnrY4EoAAAhPBBYfaOlhiW88JtXXG1wNAADhh8DiAw5zZx2NjnVtcGszAAA+R2DxkRomjwMAwG+8Dizr1q3TmDFjlJqaKpPJpOXLl5+1/RtvvKHrr79evXr1Unx8vHJycvSPf/zDo82vf/1rmUwmj6V///7elmYoK5PHAQDgN14HFofDoczMTM2ZM6dN7detW6frr79eq1at0tatWzVy5EiNGTNGH3zwgUe7AQMGqLq62r2sX7/e29IMxWy3AAD4T5S3B+Tn5ys/P7/N7WfPnu2x/fjjj+utt97S3/72Nw0ePPibQqKilJyc7G05QYPnCQEA4D8BH8PS3Nyso0ePqkePHh77P/vsM6Wmpqpv376aMGGCKisrz3iOhoYG2e12j8VoXBICAMB/Ah5Ynn76adXX1+vWW29178vOztbChQtVWlqquXPnau/evfrOd76jo0ePtnqO4uJiWSwW95KWlhao8s+IQbcAAPhPQAPL4sWL9Zvf/EbLli1TYmKie39+fr5uueUWDRo0SHl5eVq1apXq6uq0bNmyVs9TVFQkm83mXqqqqgL1Ec6oOq6na2X/fmMLAQAgDHk9hqW9lixZorvvvluvvfaacnNzz9q2W7duuuSSS7R79+5W3zebzTKbzf4os93cl4SsVunkSSkqYF8tAABhLyA9LK+++qomTZqkV199VaNHjz5n+/r6eu3Zs0cpKSkBqM43ajtbdNIUITU3SzU1RpcDAEBY8Tqw1NfXq6KiQhUVFZKkvXv3qqKiwj1ItqioSAUFBe72ixcvVkFBgZ555hllZ2fLarXKarXKZrO52zz44INau3at9u3bp/fff18333yzIiMjNX78+PP8eIHTHBGpg11PDSRmHAsAAD7ldWDZsmWLBg8e7L4lubCwUIMHD9aMGTMkSdXV1R53+MybN08nT57U5MmTlZKS4l6mTJnibrN//36NHz9el156qW699VYlJCRow4YN6tWr1/l+voBi4C0AAP7h9UCL6667Tk6n84zvL1y40GN7zZo15zznkiVLvC0jKFnjEqRqEVgAAPAxniXkQ8zFAgCAfxBYfIhLQgAA+AeBxYeq6WEBAMAvCCw+5H4AIpPHAQDgUwQWH/J4AOJZBiYDAADvEFh8yD3o1uGQguCBjAAAhAsCiw8d7xQjdevm2mAcCwAAPkNg8bFdUfGuFQILAAA+Q2DxsZZbmx+cvUrp01YaXA0AAOGBwOJj1XE9JUlJR2sNrgQAgPBBYPGxloG3yfUEFgAAfIXA4mMtc7EkHz1scCUAAIQPAouPtczFkswlIQAAfIbA4mM1XBICAMDnCCw+1tLDkuCwKarppMHVAAAQHggsPvZV53g1RkQpQk4lOr4yuhwAAMICgcXHnKYIHezaQxLjWAAA8BUCix8wFwsAAL5FYPEDBt4CAOBbBBY/sJ66JEQPCwAAvkFg8YOW2W5TCCwAAPgEgcUPquN6SZJSjh4yuBIAAMIDgcUP9lsSJUlpdTUGVwIAQHggsPhBVbdkSVJS/VdSQ4PB1QAAEPoILH7wVWy8HJ1iFCGn9MUXRpcDAEDII7D4g8mkylO9LPr8c2NrAQAgDBBY/GS/Jcm1snevsYUAABAGCCx+UkVgAQDAZwgsflLVjcACAICvEFj8pMpyagwLgQUAgPNGYPGTypYeFgbdAgBw3ggsfuIedHvkiGSzGVsMAAAhjsDiJ8eiY3W4s8W1wWUhAADOi9eBZd26dRozZoxSU1NlMpm0fPnycx6zZs0aXXnllTKbzbr44ou1cOHC09rMmTNH6enpiomJUXZ2tjZt2uRtaUGHW5sBAPANrwOLw+FQZmam5syZ06b2e/fu1ejRozVy5EhVVFRo6tSpuvvuu/WPf/zD3Wbp0qUqLCzUzJkztW3bNmVmZiovL08HDx70trygwq3NAAD4RpS3B+Tn5ys/P7/N7UtKSpSRkaFnnnlGknTZZZdp/fr1+v3vf6+8vDxJ0rPPPqt77rlHkyZNch+zcuVKLViwQNOmTfO2xKDBbLcAAPiG38ewlJeXKzc312NfXl6eysvLJUmNjY3aunWrR5uIiAjl5ua62/ynhoYG2e12jyUY0cMCAIBv+D2wWK1WJSUleexLSkqS3W7X119/rcOHD6upqanVNlartdVzFhcXy2KxuJe0tDS/1X8+Wp7aTGABAOD8hORdQkVFRbLZbO6lqqrK6JJa5e5h2bdPcjoNrQUAgFDm9RgWbyUnJ6umpsZjX01NjeLj4xUbG6vIyEhFRka22iY5ObnVc5rNZpnNZr/V7CsH4ntJERHS119LNTXSGT4PAAA4O7/3sOTk5KisrMxj3+rVq5WTkyNJio6O1pAhQzzaNDc3q6yszN0mVJ2MjJJaLlcx8BYAgHbzOrDU19eroqJCFRUVkly3LVdUVKiyslKS63JNQUGBu/1///d/6/PPP9fDDz+snTt36n//93+1bNkyPfDAA+42hYWFmj9/vhYtWqRPPvlE9913nxwOh/uuoZCWkeF6ZRwLAADt5vUloS1btmjkyJHu7cLCQknSxIkTtXDhQlVXV7vDiyRlZGRo5cqVeuCBB/Tcc8+pd+/e+uMf/+i+pVmSxo0bp0OHDmnGjBmyWq3KyspSaWnpaQNxQ1JGhrRmDYEFAIDzYHI6Q380qN1ul8Vikc1mU3x8vM/Pnz5tZbuP3ddlmzRjhnTnndJLL/mwKgAAQps3v98heZdQSOnb1/VKDwsAAO1GYPE3xrAAAHDeCCz+diqwNH1RqYsfesvgYgAACE0EFn9LTpZiYhTpbFbK0cNGVwMAQEgisPibySSlp0uS0upaf9QAAAA4OwJLIJwaeJtmqzlHQwAA0BoCi5+lT1upRVaTJAILAADtRWAJgJaHIPbhkhAAAO1CYAmAKovroYdpdfSwAADQHgSWANjfzdXD0ptLQgAAtAuBJQAqu7l6WHodq5McDmOLAQAgBBFYAuCouYvqYrq6NvbtM7QWAABCEYElQFp6WbR7t7GFAAAQgggsAfJ5jwtcKzt3GlsIAAAhiMASILsT0lwrn3xibCEAAIQgAkuAtASWD97eYHAlAACEHgJLgOzp0VuSdFFtleR0GlwNAAChhcASIF90T9VJU4TiG49J1dVGlwMAQEghsARIY1Snb+4UYuAtAABeIbAE0B4G3gIA0C4ElgDiTiEAANqHwBJAexJcA2+5JAQAgHcILAFEDwsAAO1DYAkgdw/LgQOS3W5sMQAAhBACSwAdNXdRTdcerg0uCwEA0GYElgDb3dLLwmUhAADajMASYHt6nBrHQg8LAABtRmAJMHpYAADwHoElwLhTCAAA7xFYAsx9p9CePVJjo7HFAAAQIggsAVbTNUGKi5OamqTdu40uBwCAkEBgCTSTSbrsMtc6l4UAAGgTAosBXj/W1bXCnUIAALRJuwLLnDlzlJ6erpiYGGVnZ2vTpk1nbHvdddfJZDKdtowePdrd5o477jjt/VGjRrWntJDAwFsAALwT5e0BS5cuVWFhoUpKSpSdna3Zs2crLy9Pu3btUmJi4mnt33jjDTV+a3BpbW2tMjMzdcstt3i0GzVqlF5++WX3ttls9ra0kLGnBw9BBADAG173sDz77LO65557NGnSJF1++eUqKSlR586dtWDBglbb9+jRQ8nJye5l9erV6ty582mBxWw2e7Tr3r17+z5RCHD3sOzcKTU3G1sMAAAhwKvA0tjYqK1btyo3N/ebE0REKDc3V+Xl5W06x0svvaTbbrtNXbp08di/Zs0aJSYm6tJLL9V9992n2traM56joaFBdrvdYwklld2S1RgRJTkc0v79RpcDAEDQ8yqwHD58WE1NTUpKSvLYn5SUJKvVes7jN23apB07dujuu+/22D9q1Ci98sorKisr06xZs7R27Vrl5+erqamp1fMUFxfLYrG4l7S0NG8+huFORkbpi+4prg0uCwEAcE4BvUvopZde0sCBAzVs2DCP/bfddptuvPFGDRw4UGPHjtWKFSu0efNmrVmzptXzFBUVyWazuZeqqqoAVO9bDLwFAKDtvAosPXv2VGRkpGpqajz219TUKDk5+azHOhwOLVmyRHfdddc5/07fvn3Vs2dP7T7DxGpms1nx8fEeS6jZwzOFAABoM68CS3R0tIYMGaKysjL3vubmZpWVlSknJ+esx7722mtqaGjQ7bfffs6/s3//ftXW1iolJcWb8kIKPSwAALSd15eECgsLNX/+fC1atEiffPKJ7rvvPjkcDk2aNEmSVFBQoKKiotOOe+mllzR27FglJCR47K+vr9dDDz2kDRs2aN++fSorK9NNN92kiy++WHl5ee38WMHvs559XCvbt0tOp7HFAAAQ5Lyeh2XcuHE6dOiQZsyYIavVqqysLJWWlroH4lZWVioiwjMH7dq1S+vXr9fbb7992vkiIyP14YcfatGiRaqrq1NqaqpuuOEGPfroo2E9F8unPfuoMSJK0UeOSF98IaWnG10SAABBy+R0hv5/3tvtdlksFtlsNr+MZ0mfttLn55SkFQun6IqaPdLrr0s/+pFf/gYAAMHKm99vniVkoB1JF7lWPvjA2EIAAAhyBBYDuQPLtm3GFgIAQJAjsBjoIwILAABtQmAx0CeJ6WoyRUhWq1RdbXQ5AAAELQKLgY53ivnmyc2MYwEA4IwILAbbkcxlIQAAzoXAYjDGsQAAcG4EFoN9lNTXtcIlIQAAzojAYrCPE08Fln37pK++MrQWAACCFYHFYPaYrtJFTCAHAMDZEFiCweDBrlfGsQAA0CoCSzC48krXKz0sAAC0isASDFoCCz0sAAC0isASDFouCX36qVRfb2wtAAAEIQJLMEhMlC64QHI6pX//2+hqAAAIOgSWIJA+baVWx17g2uCyEAAApyGwBAlmvAUA4MwILEFiR9LFrhUCCwAApyGwBImWKfpP7PhIOn7c4GoAAAguBJYgUR3XU7Wx8erU3CTt2GF0OQAABBUCS7Awmb4Zx7J5s7G1AAAQZAgsQWTbBf1dK+vXG1sIAABBhsASRDb1HuBaee89YwsBACDIEFiCyAep/XUiIlKqqpK++MLocgAACBoEliDydXSMexzLlPtfMLgaAACCB4ElyLRcFhq2/yODKwEAIHgQWILM5jRXYLmq6mODKwEAIHgQWILM5t6XS5Iuqa2UamsNrgYAgOBAYAkydbHx+jShj2uD25sBAJBEYAlKW071snB7MwAALgSWILQpjflYAAD4NgJLENp86k6hE1u26rLC1w2uBgAA4xFYgtCXlkR9GddLnZqblFW9y+hyAAAwXLsCy5w5c5Senq6YmBhlZ2dr06ZNZ2y7cOFCmUwmjyUmJsajjdPp1IwZM5SSkqLY2Fjl5ubqs88+a09pYWNzmmscy7Aq5mMBAMDrwLJ06VIVFhZq5syZ2rZtmzIzM5WXl6eDBw+e8Zj4+HhVV1e7ly/+Y9r5J598Us8//7xKSkq0ceNGdenSRXl5eTp+/Lj3nyhMtFwWuooJ5AAA8D6wPPvss7rnnns0adIkXX755SopKVHnzp21YMGCMx5jMpmUnJzsXpKSktzvOZ1OzZ49W4888ohuuukmDRo0SK+88ooOHDig5cuXt+tDhYOWGW+vPLBTOnHC4GoAADCWV4GlsbFRW7duVW5u7jcniIhQbm6uysvLz3hcfX29LrzwQqWlpemmm27SRx9902uwd+9eWa1Wj3NaLBZlZ2ef8ZwNDQ2y2+0eS7jZ3TNNdTFd1flEg/TBB0aXAwCAobwKLIcPH1ZTU5NHD4kkJSUlyWq1tnrMpZdeqgULFuitt97Sn//8ZzU3N2v48OHav3+/JLmP8+acxcXFslgs7iUtLc2bjxESnKYI96y3j037g8HVAABgLL/fJZSTk6OCggJlZWXp2muv1RtvvKFevXrpD39o/49wUVGRbDabe6mqqvJhxcHjm3EsPFcIANCxeRVYevbsqcjISNXU1Hjsr6mpUXJycpvO0alTJw0ePFi7d++WJPdx3pzTbDYrPj7eYwlHHoGlqcngagAAMI5XgSU6OlpDhgxRWVmZe19zc7PKysqUk5PTpnM0NTVp+/btSklJkSRlZGQoOTnZ45x2u10bN25s8znD1fbki2U3d1GPr+3Sli1GlwMAgGG8viRUWFio+fPna9GiRfrkk0903333yeFwaNKkSZKkgoICFRUVudv/9re/1dtvv63PP/9c27Zt0+23364vvvhCd999tyTXHURTp07VY489pr/+9a/avn27CgoKlJqaqrFjx/rmU4aok5FRWpdxpWtj5UpjiwEAwEBR3h4wbtw4HTp0SDNmzJDValVWVpZKS0vdg2YrKysVEfFNDjpy5IjuueceWa1Wde/eXUOGDNH777+vyy+/3N3m4YcflsPh0L333qu6ujqNGDFCpaWlp00w1xG923eofrjzPWnVKum3vzW6HAAADGFyOp1Oo4s4X3a7XRaLRTabzS/jWdKnGde7keCo09YXb3dtHDggnbqUBgBAqPPm95tnCQW52i7dVJHSz7VRWmpsMQAAGITAEgLe7XuVa4VxLACADorAEgLevWioa+Xtt5mmHwDQIRFYQsD25IulxETp6FFp/XqjywEAIOAILCHAaYqQ8vMlSX+Y9qKhg4ABADACgSVUjB4tSfrens0GFwIAQOARWELF9ddLkZHqV1ul3nWtPxQSAIBwRWAJFd26SSNGSJJGfs40/QCAjoXAEkp+8ANJ0sg9BBYAQMdCYAkR6dNW6vpdXSVJwys/lI4dM7giAAACh8ASQj7r2Uf743sp5mSjtGaN0eUAABAwBJZQYjLp3YtOzXr7+uvG1gIAQAARWELM3y77rmvl//5POn7c2GIAAAgQAkuI2dz7cn0Z10uy23m2EACgwyCwhBinKUJ/vfxa18af/2xsMQAABAiBJQQtH3Cda2XVKunIEUNrAQAgEAgsIWhXr3Rp4ECpsdE1lgUAgDBHYAlVEya4Xv/yF2PrAAAgAAgsoWr8eNfr2rVSZaWxtQAA4GcEllDVp4/03VO3OL/6qrG1AADgZwSWEJU+baWKYge5NrgsBAAIcwSWELay/wg1REZJ27e7FgAAwhSBJYTZY7pqTd+hrg16WQAAYYzAEuKWX36da2XxYqmpydBaAADwFwJLiHvn4mGymbtIVVVM1Q8ACFsElhDXEBWtVzPzXBvPPWdsMQAA+AmBJQy8MuSHUmSk9M470ocfGl0OAAA+R2AJAwfiE6Wbb3ZtPP+8scUAAOAHBJYw8V/mYZKkhoWv6MqfLza4GgAAfIvAEia2XnCZPky+WOamExpfUWp0OQAA+BSBJVyYTFow9CZJUsEHK11PcgYAIEwQWMLIyv4jdLBLdyXVfyW99prR5QAA4DMEljByIrKT/jT4B66N2bMlp9PQegAA8JV2BZY5c+YoPT1dMTExys7O1qZNm87Ydv78+frOd76j7t27q3v37srNzT2t/R133CGTyeSxjBo1qj2ldXiLs/LVENlJ2rJFKi83uhwAAHzC68CydOlSFRYWaubMmdq2bZsyMzOVl5engwcPttp+zZo1Gj9+vN59912Vl5crLS1NN9xwg7788kuPdqNGjVJ1dbV7efXVV9v3iTq42i7d9Nbl17o2iouNLQYAAB8xOZ3eXTfIzs7WVVddpRdffFGS1NzcrLS0NP3sZz/TtGnTznl8U1OTunfvrhdffFEFBQWSXD0sdXV1Wr58ufefQJLdbpfFYpHNZlN8fHy7znE26dNCa8r7vrX79c7Lk13PFnrvPWnECKNLAgDgNN78fnvVw9LY2KitW7cqNzf3mxNERCg3N1flbbz8cOzYMZ04cUI9evTw2L9mzRolJibq0ksv1X333afa2toznqOhoUF2u91jwTc+T+gt3Xmna2PaNMayAABCnleB5fDhw2pqalJSUpLH/qSkJFmt1jad45e//KVSU1M9Qs+oUaP0yiuvqKysTLNmzdLatWuVn5+vpjM8fbi4uFgWi8W9pKWlefMxOoaZM6WYGOlf/+KhiACAkBfQu4SeeOIJLVmyRG+++aZiYmLc+2+77TbdeOONGjhwoMaOHasVK1Zo8+bNWrNmTavnKSoqks1mcy9VVVUB+gShI/2FCunnP3dtFBW5Lg8BABCivAosPXv2VGRkpGpqajz219TUKDk5+azHPv3003riiSf09ttva9CgQWdt27dvX/Xs2VO7d+9u9X2z2az4+HiPBafLPD5YNnMXaccOaTHT9QMAQpdXgSU6OlpDhgxRWVmZe19zc7PKysqUk5NzxuOefPJJPfrooyotLdXQoUPP+Xf279+v2tpapaSkeFMe/oMtNk4lV//YtTFjhtTQYGxBAAC0k9eXhAoLCzV//nwtWrRIn3zyie677z45HA5NmjRJklRQUKCioiJ3+1mzZmn69OlasGCB0tPTZbVaZbVaVV9fL0mqr6/XQw89pA0bNmjfvn0qKyvTTTfdpIsvvlh5eXk++pgd18tDxkgpKdK+fdK8eUaXAwBAu3gdWMaNG6enn35aM2bMUFZWlioqKlRaWuoeiFtZWanq6mp3+7lz56qxsVE//vGPlZKS4l6efvppSVJkZKQ+/PBD3Xjjjbrkkkt01113aciQIXrvvfdkNpt99DE7ruOdYlwDcCXp0Uclm83YggAAaAev52EJRszDcnZRTSf1jwX366Kv9kv33ENPCwAgKPhtHhaEppORUSoadb9rY/586Z13jC0IAAAvEVg6iE1pV0g//akkqfJH/0+XFb5ucEUAALQdgaUjeeIJqU8f9bHV6KF1rxhdDQAAbUZg6Uji4tzjV+7Y+jfp/fcNLggAgLYhsHQ0eXn6vyu+rwg5pbvuko4fN7oiAADOicDSAT36vbt1qEs3aedO14RyAAAEOQJLB5I+baXSp62ULTZOj9zgGoCrp56SXmcALgAguBFYOqh/XDJceuAB18bEidJHHxlbEAAAZ0Fg6ciefFL63vckh0MaO1aqqzO6IgAAWkVg6ciioqQlS6Q+faTdu6UJE6TmZqOrAgDgNASWDix92kqlP7NJevNNKSZGWrXqm+cOAQAQRAgsUPqyak3NnezaeOwxPZw/xT1AFwCAYEBggSRp+YCR0sMPS5KeKH1BP9pRZnBFAAB8g8CCbzzxhBZdOVoRcuqpVc/pxo/XGF0RAACSpCijC0DwSC9aJVPu/6dOTU36f/8u1bMrntVPx0ZpVf8R2vfEaKPLAwB0YAQWeHCaIvQ/eT9Vp6aTumXHP/Xc355Ss8kkicACADAOl4RwGqcpQr/M/5neGDBSnZqb9L/Ln5CeflpyOo0uDQDQQRFY0KrmiEg99IOp+kvWKNeDEh96SMsyb5AaG40uDQDQARFYcEZNEZH6nxsm69ffv1dNpgjduv2fUm6udPiw0aUBADoYAgvOzmTSwqE36s4fz5Q9urP03nuqvPgKafNmoysDAHQgBBa0ydq+Q3TzT57RF92S1cdWI+XkSNOnc4kIABAQBBa02Z6eabqx4Pd667JrpaYm6bHHpKuvlnbsMLo0AECYI7DAK7bYOE258SFp2TIpIUH64ANpyBDpd7+Tvv7a6PIAAGGKwIJ2Sd/aWVfdNlv/vOgq12WhRx6R+veX/vIXnvgMAPA5Agva7VDX7rr7v2ZIf/6z1Lu3VFkp3X676zLRunVGlwcACCMEFpwfk0maMEH69FM9+d0C1UfHuu4guvZavX9hpu645TdK/+UKnvwMADgvTM2P8+YOIzm3atmg6/XA+r/o1g9Xa3jlhxpe+aF29rxQfxx2s9R4vRQdbWyxAICQZHI6Q3++dbvdLovFIpvNpvj4eJ+fn94B76XYD+nOLW9p/L//oa6NpwbjJia6emPuuEMaNMjQ+gAAxvPm95vA0gYElvaLP16v8f8u1aQtf1Vy/VffvJGVJU2cKP34x67xL/+h5TvnKdEAEL68+f1mDAv8yh7TVX/I/rFG/PcC3fVf07XqkuFSp05SRYX0wANSWpq2J18s/eY3rlukQz8/AwD8gB6WNqCHxbe6fW3XmE/W6aaP1+rKL3e6Hq7YIjVVuu46TavtoQ19BmrNH+5xDewFAIQdLgn5GIHFfxIcdfrens16yvyF9Pbb0rFjng1SU123SQ8d6lqGDJF69DCmWACATxFYfIzAEhjmEw268sAuXV25XVdXbVfWgZ0yN508vWF6unTFFdLll0sDBrheL7lE6Y+/J4lxLwAQKvweWObMmaOnnnpKVqtVmZmZeuGFFzRs2LAztn/ttdc0ffp07du3T/369dOsWbP0gx/8wP2+0+nUzJkzNX/+fNXV1emaa67R3Llz1a9fvzbVQ2AJT+YTDcqq/lQDrZ/pkaRj0pYt0u7dZ2xfGxuvqm7J+qJbiiq7JetnE0e6BvSmpbleu3fn8hIABBG/BpalS5eqoKBAJSUlys7O1uzZs/Xaa69p165dSkxMPK39+++/r+9+97sqLi7WD3/4Qy1evFizZs3Stm3bdMUVV0iSZs2apeLiYi1atEgZGRmaPn26tm/fro8//lgxMTE+/cDtQWAJHvHH63XZwb3qV1ulx/qZpI8/1qGNH6jXsbpzH2w2S0lJHsvcHTbVxXZV0e0jXM9G6tFDslikbt1cr/HxUoTn2HTuYAIA3/BrYMnOztZVV12lF198UZLU3NystLQ0/exnP9O0adNOaz9u3Dg5HA6tWLHCve/qq69WVlaWSkpK5HQ6lZqaql/84hd68MEHJUk2m01JSUlauHChbrvtNp9+4PYgsAS/rg3HlGazqs8Rq/rUWZVmq1FB7wjt2PSxUuyHlPC1vf0n79JFiotzLV27auOhRh3vZNa1g9Olzp2lzp21YKtVxztF66ejrpBiY6WYGFdAio52vbasf3vp1Mm1REV5vkZGutajolzr315a9tFTBCAMePP77dVMt42Njdq6dauKiorc+yIiIpSbm6vy8vJWjykvL1dhYaHHvry8PC1fvlyStHfvXlmtVuXm5rrft1gsys7OVnl5eauBpaGhQQ0NDe5tm80myfXB/aG54di5G8FQdkkfWZL1kSXZve8RSbrItR59slE9j9UpwWFTwjGbEo7VKeFYnbodr5fl66Pqdrxe3b4+qrhGh+IbjinuuEPm5lPjZxwO12K1SpIua/mbe7e5/9aPW/Zt+D9/fkxPJpMrvEREuJZvr7f0CkVEuNq17GtZN5m+Wb693XLeltdvL9/e19p6a69tfe9M22f63IFq48vjgFAXHS19q/PBF1p+t9vSd+JVYDl8+LCampqUlJTksT8pKUk7d+5s9Rir1dpqe+upf/xbXs/W5j8VFxfrN7/5zWn709LS2vZB0CHtMboAX3M6pZOtDEoGAH+xWPxy2qNHj8pyjnOH5LOEioqKPHptmpub9dVXXykhIUEmH//Xj91uV1pamqqqqvxyuQkufM+BwfccOHzXgcH3HBj++p6dTqeOHj2q1NTUc7b1KrD07NlTkZGRqqmp8dhfU1Oj5OTkVo9JTk4+a/uW15qaGqWkpHi0ycrKavWcZrNZZrPZY1+3bt28+Shei4+P5/8MAcD3HBh8z4HDdx0YfM+B4Y/v+Vw9Ky28mpo/OjpaQ4YMUVlZmXtfc3OzysrKlJOT0+oxOTk5Hu0lafXq1e72GRkZSk5O9mhjt9u1cePGM54TAAB0LF5fEiosLNTEiRM1dOhQDRs2TLNnz5bD4dCkSZMkSQUFBbrgggtUXFwsSZoyZYquvfZaPfPMMxo9erSWLFmiLVu2aN68eZIkk8mkqVOn6rHHHlO/fv3ctzWnpqZq7NixvvukAAAgZHkdWMaNG6dDhw5pxowZslqtysrKUmlpqXvQbGVlpSK+NW/F8OHDtXjxYj3yyCP61a9+pX79+mn58uXuOVgk6eGHH5bD4dC9996ruro6jRgxQqWlpW2ag8XfzGazZs6cedolKPgW33Ng8D0HDt91YPA9B0YwfM9hMTU/AAAIb16NYQEAADACgQUAAAQ9AgsAAAh6BBYAABD0CCznMGfOHKWnpysmJkbZ2dnatGmT0SWFleLiYl111VWKi4tTYmKixo4dq127dhldVth74okn3FMKwLe+/PJL3X777UpISFBsbKwGDhyoLVu2GF1WWGlqatL06dOVkZGh2NhYXXTRRXr00Ufb9DwanN26des0ZswYpaamymQyuZ/718LpdGrGjBlKSUlRbGyscnNz9dlnnwWkNgLLWSxdulSFhYWaOXOmtm3bpszMTOXl5engwYNGlxY21q5dq8mTJ2vDhg1avXq1Tpw4oRtuuEEOh8Po0sLW5s2b9Yc//EGDBg0yupSwc+TIEV1zzTXq1KmT/v73v+vjjz/WM888o+7duxtdWliZNWuW5s6dqxdffFGffPKJZs2apSeffFIvvPCC0aWFPIfDoczMTM2ZM6fV95988kk9//zzKikp0caNG9WlSxfl5eXp+PHj/i/OiTMaNmyYc/Lkye7tpqYmZ2pqqrO4uNjAqsLbwYMHnZKca9euNbqUsHT06FFnv379nKtXr3Zee+21zilTphhdUlj55S9/6RwxYoTRZYS90aNHO++8806PfT/60Y+cEyZMMKii8CTJ+eabb7q3m5ubncnJyc6nnnrKva+urs5pNpudr776qt/roYflDBobG7V161bl5ua690VERCg3N1fl5eUGVhbebDabJKlHjx4GVxKeJk+erNGjR3v87xq+89e//lVDhw7VLbfcosTERA0ePFjz5883uqywM3z4cJWVlenTTz+VJP373//W+vXrlZ+fb3Bl4W3v3r2yWq0e/35YLBZlZ2cH5HcxJJ/WHAiHDx9WU1OTewbfFklJSdq5c6dBVYW35uZmTZ06Vddcc43HTMjwjSVLlmjbtm3avHmz0aWErc8//1xz585VYWGhfvWrX2nz5s36+c9/rujoaE2cONHo8sLGtGnTZLfb1b9/f0VGRqqpqUm/+93vNGHCBKNLC2tWq1WSWv1dbHnPnwgsCBqTJ0/Wjh07tH79eqNLCTtVVVWaMmWKVq9eHRSPvAhXzc3NGjp0qB5//HFJ0uDBg7Vjxw6VlJQQWHxo2bJl+stf/qLFixdrwIABqqio0NSpU5Wamsr3HMa4JHQGPXv2VGRkpGpqajz219TUKDk52aCqwtf999+vFStW6N1331Xv3r2NLifsbN26VQcPHtSVV16pqKgoRUVFae3atXr++ecVFRWlpqYmo0sMCykpKbr88ss99l122WWqrKw0qKLw9NBDD2natGm67bbbNHDgQP3kJz/RAw884H7oLvyj5bfPqN9FAssZREdHa8iQISorK3Pva25uVllZmXJycgysLLw4nU7df//9evPNN/XOO+8oIyPD6JLC0ve//31t375dFRUV7mXo0KGaMGGCKioqFBkZaXSJYeGaa6457bb8Tz/9VBdeeKFBFYWnY8eOeTxkV5IiIyPV3NxsUEUdQ0ZGhpKTkz1+F+12uzZu3BiQ30UuCZ1FYWGhJk6cqKFDh2rYsGGaPXu2HA6HJk2aZHRpYWPy5MlavHix3nrrLcXFxbmvg1osFsXGxhpcXfiIi4s7bVxQly5dlJCQwHghH3rggQc0fPhwPf7447r11lu1adMmzZs3T/PmzTO6tLAyZswY/e53v1OfPn00YMAAffDBB3r22Wd15513Gl1ayKuvr9fu3bvd23v37lVFRYV69OihPn36aOrUqXrsscfUr18/ZWRkaPr06UpNTdXYsWP9X5zf70MKcS+88IKzT58+zujoaOewYcOcGzZsMLqksCKp1eXll182urSwx23N/vG3v/3NecUVVzjNZrOzf//+znnz5hldUtix2+3OKVOmOPv06eOMiYlx9u3b1/k///M/zoaGBqNLC3nvvvtuq/8mT5w40el0um5tnj59ujMpKclpNpud3//+9527du0KSG0mp5OpAQEAQHBjDAsAAAh6BBYAABD0CCwAACDoEVgAAEDQI7AAAICgR2ABAABBj8ACAACCHoEFAAAEPQILAAAIegQWAAAQ9AgsAAAg6BFYAABA0Pv/ATtaKTico31NAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "N = 10000 # nombre de tirages\n", "Z = ??? # utiliser un vecteur de v.a. uniformes sur [0,1] et l'inversion de la fonction de repartition\n", "\n", "fig = plt.figure()\n", "plt.hist(Z, density=\"True\", bins=100, label=\"histogramme des realisations\")\n", "plt.plot(x, densiteExp, color=\"red\", label=\"densite\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Deux variables aléatoires gaussiennes indépendantes" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Correlation entre Z1 et Z2: 0.009515\n" ] } ], "source": [ "N = 10000 # nombre de paires de variables gaussiennes\n", "U1 = np.random.rand(N) # premiere variable uniforme sur [0,1]\n", "U2 = np.random.rand(N) # deuxieme variable uniforme sur [0,1]\n", "\n", "# Methode de Box-Muller : si U1 et U2 sont independantes et uniformes sur (0,1],\n", "# alors Z1 = sqrt(-2*log(U1))*cos(2*pi*U2) et Z2 = sqrt(-2*log(U1))*sin(2*pi*U2)\n", "# sont deux variables aleatoires gaussiennes N(0,1) independantes\n", "\n", "Z1 = ???\n", "Z2 = ???\n", "\n", "x = np.linspace(-4, 4, 100)\n", "densiteGauss = (1 / np.sqrt(2 * np.pi)) * np.exp(-x**2 / 2)\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(12, 5))\n", "\n", "# Histogramme de Z1\n", "axes[0].hist(Z1, density=True, bins=100, label=\"histogramme de Z1\")\n", "axes[0].plot(x, densiteGauss, color=\"red\", label=\"densite N(0,1)\")\n", "axes[0].set_title(\"Distribution de Z1 (Box-Muller)\")\n", "axes[0].legend()\n", "\n", "# Histogramme de Z2\n", "axes[1].hist(Z2, density=True, bins=100, label=\"histogramme de Z2\")\n", "axes[1].plot(x, densiteGauss, color=\"red\", label=\"densite N(0,1)\")\n", "axes[1].set_title(\"Distribution de Z2 (Box-Muller)\")\n", "axes[1].legend()\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Scatter plot de (Z1, Z2) pour visualiser l'independance\n", "fig = plt.figure(figsize=(8, 8))\n", "plt.scatter(Z1, Z2, alpha=0.3, s=10)\n", "plt.xlabel('Z1')\n", "plt.ylabel('Z2')\n", "plt.title('Scatter plot de (Z1, Z2) - Variables gaussiennes independantes (Box-Muller)')\n", "plt.grid(True, alpha=0.3)\n", "plt.axis('equal')\n", "plt.show()\n", "\n", "# Verifier l'independance : correlation entre Z1 et Z2 devrait etre proche de 0\n", "correlation = np.corrcoef(Z1, Z2)[0, 1]\n", "print(f\"Correlation entre Z1 et Z2: {correlation:.6f}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Vecteur gaussien général en dimension 2" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Vecteur gaussien general N(mu, Gamma):\n", "Moyenne empirique: [0.9972, 1.9928]\n", "Ecart-types empiriques: [0.4991, 1.5038]\n", "Correlation empirique: 0.7037\n" ] } ], "source": [ "# Parametres du vecteur gaussien general N(mu, Gamma)\n", "mu = np.array([1, 2]) # moyenne\n", "sigma1 = 0.5 # ecart-type de la premiere composante\n", "sigma2 = 1.5 # ecart-type de la deuxieme composante\n", "rho = 0.7 # correlation entre les deux composantes\n", "\n", "# Matrice de covariance\n", "# Gamma = [[sigma1^2, rho*sigma1*sigma2], [rho*sigma1*sigma2, sigma2^2]]\n", "cov_matrix = np.array([\n", " [sigma1**2, rho * sigma1 * sigma2],\n", " [rho * sigma1 * sigma2, sigma2**2]\n", "])\n", "\n", "# Decomposition de Cholesky: Gamma = L * L^T\n", "L = np.linalg.cholesky(cov_matrix)\n", "\n", "# Z1 et Z2 sont deux gaussiennes standard indépendantes, simulees ci-dessus\n", "# Transformer (Z1, Z2) en un vecteur gaussien general\n", "# X = mu + L * [Z1, Z2]^T\n", "Z = np.column_stack([Z1, Z2]) # matrice N x 2\n", "X = mu + Z @ L.T # transformation affine\n", "\n", "X1 = X[:, 0]\n", "X2 = X[:, 1]\n", "\n", "# Affichage des resultats\n", "fig, axes = plt.subplots(2, 2, figsize=(12, 10))\n", "\n", "# Histogramme de X1 - top left\n", "axes[0, 0].hist(X1, density=True, bins=100, label=\"histogramme de X1\")\n", "x1_range = np.linspace(X1.min(), X1.max(), 200)\n", "densiteX1 = (1 / (sigma1 * np.sqrt(2 * np.pi))) * np.exp(-(x1_range - mu[0])**2 / (2 * sigma1**2))\n", "axes[0, 0].plot(x1_range, densiteX1, color=\"red\", linewidth=2, label=\"densite N(mu1, sigma1)\")\n", "axes[0, 0].set_title(f\"Distribution de X1 (mu={mu[0]}, sigma={sigma1})\")\n", "axes[0, 0].set_xlabel('X1')\n", "axes[0, 0].legend()\n", "\n", "# Matrice de correlation empirique - top right\n", "correlation_empirique = np.corrcoef(X1, X2)[0, 1]\n", "axes[0, 1].text(0.1, 0.8, f'Parametres du vecteur gaussien:', fontsize=12, fontweight='bold')\n", "axes[0, 1].text(0.1, 0.7, f'mu = {mu}', fontsize=11)\n", "axes[0, 1].text(0.1, 0.5, f'Matrice de covariance:\\n{cov_matrix}', fontsize=10)\n", "axes[0, 1].text(0.1, 0.3, f'Correlation theorique: {rho:.3f}', fontsize=11)\n", "axes[0, 1].text(0.1, 0.2, f'Correlation empirique: {correlation_empirique:.3f}', fontsize=11)\n", "axes[0, 1].axis('off')\n", "\n", "# Scatter plot de (X1, X2) - bottom left\n", "axes[1, 0].scatter(X1, X2, alpha=0.3, s=10)\n", "axes[1, 0].set_xlabel('X1')\n", "axes[1, 0].set_ylabel('X2')\n", "axes[1, 0].set_title(f'Scatter plot de (X1, X2) - Vecteur gaussien avec rho={rho}')\n", "axes[1, 0].grid(True, alpha=0.3)\n", "\n", "# Histogramme de X2 (rotated 90 degrees to the right) - bottom right\n", "axes[1, 1].hist(X2, density=True, bins=100, label=\"histogramme de X2\", orientation=\"horizontal\")\n", "x2_range = np.linspace(X2.min(), X2.max(), 200)\n", "densiteX2 = (1 / (sigma2 * np.sqrt(2 * np.pi))) * np.exp(-(x2_range - mu[1])**2 / (2 * sigma2**2))\n", "axes[1, 1].plot(densiteX2, x2_range, color=\"red\", linewidth=2, label=\"densite N(mu2, sigma2)\")\n", "axes[1, 1].set_title(f\"Distribution de X2 (mu={mu[1]}, sigma={sigma2})\")\n", "axes[1, 1].set_ylabel('X2')\n", "axes[1, 1].legend()\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(f\"\\nVecteur gaussien general N(mu, Gamma):\")\n", "print(f\"Moyenne empirique: [{X1.mean():.4f}, {X2.mean():.4f}]\")\n", "print(f\"Ecart-types empiriques: [{X1.std():.4f}, {X2.std():.4f}]\")\n", "print(f\"Correlation empirique: {correlation_empirique:.4f}\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.6" }, "name": "Uncertain Mortality.ipynb" }, "nbformat": 4, "nbformat_minor": 4 }