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Last active September 18, 2022 14:21
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Monte Carlo Integration.
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/Hasenpfote/90b6e3ba1e8249e7f0d51198c8e6bf8d/mc_integration.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"source": [
"# The matplotlib in colab is an older version and needs to be updated to 3.3 or higher.\n",
"!pip install 'matplotlib>=3.3.0'\n",
"!pip install SciencePlots"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "nuYutGmg2mgv",
"outputId": "5b55e8cd-0979-4497-8e9e-81a8c6b16470"
},
"id": "nuYutGmg2mgv",
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Requirement already satisfied: matplotlib>=3.3.0 in /usr/local/lib/python3.7/dist-packages (3.5.3)\n",
"Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.7/dist-packages (from matplotlib>=3.3.0) (1.21.6)\n",
"Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.7/dist-packages (from matplotlib>=3.3.0) (21.3)\n",
"Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib>=3.3.0) (1.4.4)\n",
"Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.7/dist-packages (from matplotlib>=3.3.0) (4.37.2)\n",
"Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.7/dist-packages (from matplotlib>=3.3.0) (7.1.2)\n",
"Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.7/dist-packages (from matplotlib>=3.3.0) (0.11.0)\n",
"Requirement already satisfied: pyparsing>=2.2.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib>=3.3.0) (3.0.9)\n",
"Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.7/dist-packages (from matplotlib>=3.3.0) (2.8.2)\n",
"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from kiwisolver>=1.0.1->matplotlib>=3.3.0) (4.1.1)\n",
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/dist-packages (from python-dateutil>=2.7->matplotlib>=3.3.0) (1.15.0)\n",
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Requirement already satisfied: SciencePlots in /usr/local/lib/python3.7/dist-packages (1.0.9)\n",
"Requirement already satisfied: matplotlib in /usr/local/lib/python3.7/dist-packages (from SciencePlots) (3.5.3)\n",
"Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.7/dist-packages (from matplotlib->SciencePlots) (21.3)\n",
"Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.7/dist-packages (from matplotlib->SciencePlots) (4.37.2)\n",
"Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->SciencePlots) (1.4.4)\n",
"Requirement already satisfied: pyparsing>=2.2.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->SciencePlots) (3.0.9)\n",
"Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.7/dist-packages (from matplotlib->SciencePlots) (1.21.6)\n",
"Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.7/dist-packages (from matplotlib->SciencePlots) (7.1.2)\n",
"Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.7/dist-packages (from matplotlib->SciencePlots) (2.8.2)\n",
"Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.7/dist-packages (from matplotlib->SciencePlots) (0.11.0)\n",
"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from kiwisolver>=1.0.1->matplotlib->SciencePlots) (4.1.1)\n",
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/dist-packages (from python-dateutil>=2.7->matplotlib->SciencePlots) (1.15.0)\n"
]
}
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "0c6b041b-c854-48c1-8c34-49f56a3a7a80",
"metadata": {
"id": "0c6b041b-c854-48c1-8c34-49f56a3a7a80"
},
"outputs": [],
"source": [
"import ipywidgets as widgets\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.ticker as ticker\n",
"import matplotlib.patches as patches\n",
"import matplotlib.patheffects as patheffects\n",
"import numpy as np\n",
"import scipy.integrate\n",
"import scipy.stats"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "074e6110-87af-431a-b14e-11dfd836e608",
"metadata": {
"id": "074e6110-87af-431a-b14e-11dfd836e608"
},
"outputs": [],
"source": [
"try:\n",
" # https://github.com/garrettj403/SciencePlots/\n",
" # pip install SciencePlots\n",
" plt.style.use(['science', 'grid', 'no-latex', 'notebook'])\n",
"except OSError:\n",
" #plt.style.use('default')\n",
" plt.style.use('ggplot')"
]
},
{
"cell_type": "markdown",
"id": "647920ff-2bef-48f8-bd6e-7ef6b7f18345",
"metadata": {
"id": "647920ff-2bef-48f8-bd6e-7ef6b7f18345"
},
"source": [
"Utils"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "a0ba12f9-cd22-44a7-985c-510a3e9f93dd",
"metadata": {
"id": "a0ba12f9-cd22-44a7-985c-510a3e9f93dd"
},
"outputs": [],
"source": [
"def rvs_nize(num_dims, ppf):\n",
" def rvs(size):\n",
" if num_dims > 1:\n",
" if isinstance(size, int):\n",
" size = (size, num_dims)\n",
" else:\n",
" size += (num_dims,)\n",
" u = np.random.uniform(low=0, high=1, size=size)\n",
" return ppf(u)\n",
" return rvs"
]
},
{
"cell_type": "markdown",
"id": "4c13ffb4-597f-4b4f-97c7-ba7894cf8ca9",
"metadata": {
"id": "4c13ffb4-597f-4b4f-97c7-ba7894cf8ca9"
},
"source": [
"Monte Carlo estimator\n",
"$$\n",
"\\langle F^{\\mathrm{N}} \\rangle\n",
"=\\frac{1}{\\mathrm{N}} \\sum_{i=0}^{\\mathrm{N}-1} \\frac{f(\\boldsymbol{X}_i)}{\\text{pdf}(\\boldsymbol{X}_i)}\n",
"$$"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "ce0c1f9f-fe40-4bba-8e62-e808a8dfd3f9",
"metadata": {
"id": "ce0c1f9f-fe40-4bba-8e62-e808a8dfd3f9"
},
"outputs": [],
"source": [
"def mc_est(fn, *, pdf, rvs, size):\n",
" '''Returns a Monte Calro estimate.'''\n",
" x = rvs(size=size)\n",
" return np.mean(fn(x) / pdf(x), axis=-1)"
]
},
{
"cell_type": "markdown",
"id": "37ca7d66-3ae2-421a-9bb4-56ccd9cb01d3",
"metadata": {
"id": "37ca7d66-3ae2-421a-9bb4-56ccd9cb01d3"
},
"source": [
"## Visualizing the sampling distribution of the Monte Carlo estimator."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "c6d9d070-1c86-4fa8-acff-68fcd6fb0de0",
"metadata": {
"id": "c6d9d070-1c86-4fa8-acff-68fcd6fb0de0"
},
"outputs": [],
"source": [
"def plot_dist(est, *, est_kwargs,\n",
" sample_sizes, num_samples,\n",
" ax=None, backend_kwargs=None):\n",
" '''Plots sampling distribution of estimates.'''\n",
" data = []\n",
" for sample_size in sample_sizes:\n",
" iterable = (est(**est_kwargs, size=sample_size) for _ in range(num_samples))\n",
" estimates = np.fromiter(iterable, dtype=float)\n",
" data.append({'estimates': estimates, 'sample_size': sample_size})\n",
"\n",
" hist_min = np.fromiter((datum.get('estimates').min() for datum in data), dtype=float).min()\n",
" hist_max = np.fromiter((datum.get('estimates').max() for datum in data), dtype=float).max()\n",
" if np.isclose(hist_min, hist_max):\n",
" hist_max = hist_min\n",
"\n",
" bin_edges = np.histogram_bin_edges([hist_min, hist_max], bins=50)\n",
"\n",
" if ax is None:\n",
" if backend_kwargs is None:\n",
" backend_kwargs = {}\n",
" _, ax = plt.subplots(1, 1, **backend_kwargs)\n",
"\n",
" path_effects = [patheffects.withStroke(linewidth=1, foreground='k')]\n",
"\n",
" has_detail = len(data) == 1\n",
"\n",
" for datum in data:\n",
" estimates = datum.get('estimates')\n",
" label = 'n={}'.format(datum.get('sample_size'))\n",
" _, bins, patches = ax.hist(estimates, bins=bin_edges, density=True,\n",
" label=label,\n",
" alpha=0.25,\n",
" edgecolor='k')\n",
" # theoretical distribution\n",
" dist = scipy.stats.norm(loc=np.mean(estimates), scale=np.std(estimates))\n",
" label = 'theoretical distribution' if has_detail else None\n",
" ax.plot(bins, dist.pdf(bins),\n",
" color=patches[0].get_facecolor()[:-1],\n",
" label=label,\n",
" linestyle='dashed',\n",
" path_effects=path_effects)\n",
" #\n",
" if has_detail:\n",
" ci = dist.interval(0.95)\n",
" #ax.vlines(x=ci, ymin=0, ymax=dist.pdf(ci))\n",
" ax.fill_between(bins, dist.pdf(bins), 0, where=(bins >= ci[0])&(bins <= ci[1]),\n",
" color='k', facecolor=(0,0,0,0), edgecolor='k',\n",
" hatch='//', label='95% CI', linestyle='dashed')\n",
"\n",
" ax.set_xlabel('Estimator')\n",
" ax.set_ylabel('Density')\n",
" ax.set_title('Sampling distribution of {} samples.'.format(num_samples), pad=20)\n",
" ax.legend()\n",
"\n",
" return ax"
]
},
{
"cell_type": "markdown",
"id": "4b1dbfde-3118-4ea3-87f3-19e7868338da",
"metadata": {
"id": "4b1dbfde-3118-4ea3-87f3-19e7868338da"
},
"source": [
"### for test"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "70c7069a-dc57-4b1c-90c2-b9aba3973fd7",
"metadata": {
"id": "70c7069a-dc57-4b1c-90c2-b9aba3973fd7"
},
"outputs": [],
"source": [
"def test_plot_dist(fn, pdf, rvs):\n",
"\n",
" _, ax = plt.subplots(1, 1)\n",
"\n",
" output = widgets.Output()\n",
"\n",
" @output.capture(clear_output=True, wait=True)\n",
" def on_value_change(sample_size, num_samples):\n",
" ax.clear()\n",
"\n",
" plot_dist(mc_est,\n",
" est_kwargs={'fn':fn, 'pdf': pdf, 'rvs': rvs},\n",
" sample_sizes=(sample_size,),\n",
" num_samples=num_samples,\n",
" ax=ax)\n",
" ax.legend(loc='upper left',\n",
" bbox_to_anchor=(1.025, 1.0), borderaxespad=0)\n",
"\n",
" display(ax.figure)\n",
"\n",
" is0 = widgets.IntSlider(min=100, max=10001, step=100,\n",
" value=1000, continuous_update=False)\n",
" is1 = widgets.IntSlider(min=100, max=10001, step=100,\n",
" value=1000, continuous_update=False)\n",
"\n",
" widgets.interactive(on_value_change,\n",
" sample_size=is0,\n",
" num_samples=is1)\n",
" display(is0, is1, output)\n",
" plt.close()\n",
" on_value_change(is0.value, is1.value)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "5345ab60-59c9-47b6-a9ae-7caa30954770",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 481,
"referenced_widgets": [
"540814dceec849129d7bfb0aaebaa343",
"f350550527ec48aabeba8decc563ec70",
"5d60c8683e63440fbe048f8ef3e084c7",
"70e1a220e65d426d9533b83a9716797c",
"8a090edc06764bbeaa02290c68c894fd",
"960b27c258fa428b932c2aac65edfc9c",
"56caa290c3ca42dab75efcfa808a01cd",
"4d0f19be634142f6b2a5a7b1530bb653"
]
},
"id": "5345ab60-59c9-47b6-a9ae-7caa30954770",
"outputId": "8023da60-482d-4995-a637-5f03a7000584"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"IntSlider(value=1000, continuous_update=False, description='sample_size', max=10001, min=100, step=100)"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "540814dceec849129d7bfb0aaebaa343"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"IntSlider(value=1000, continuous_update=False, description='num_samples', max=10001, min=100, step=100)"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "70e1a220e65d426d9533b83a9716797c"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"Output()"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "56caa290c3ca42dab75efcfa808a01cd"
}
},
"metadata": {}
}
],
"source": [
"f = lambda x: np.sin(x)\n",
"\n",
"d = scipy.stats.uniform(loc=0, scale=np.pi/2)\n",
"\n",
"test_plot_dist(f, d.pdf, d.rvs)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "8430d0dd-3b59-4476-b024-798088951027",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 481,
"referenced_widgets": [
"5c29c49291a5457c86dc774667d615ba",
"44a6d63c11ab4224abb0d3999d203aab",
"87d8ee9525c343b186fa6eaa8c526967",
"b8e56bdba3664441ac0c83d6543b93e1",
"003b9cf9d3b9490fbc25bd5a23c036f2",
"b7325b1345ab4e958181dd6421032cee",
"a598c887ba634066937d774515c0f25e",
"0f99ef45c4d6445c9940c11619a21399"
]
},
"id": "8430d0dd-3b59-4476-b024-798088951027",
"outputId": "b417f4fa-0807-4eb5-ee52-79e70284bb1c"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"IntSlider(value=1000, continuous_update=False, description='sample_size', max=10001, min=100, step=100)"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "5c29c49291a5457c86dc774667d615ba"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"IntSlider(value=1000, continuous_update=False, description='num_samples', max=10001, min=100, step=100)"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "b8e56bdba3664441ac0c83d6543b93e1"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"Output()"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "a598c887ba634066937d774515c0f25e"
}
},
"metadata": {}
}
],
"source": [
"def f(x):\n",
" d = np.sum(x * x, axis=-1)\n",
" return np.where(d > 1, 0, 1)\n",
"\n",
"d = scipy.stats.multivariate_normal([0, 0], [[1, 0], [0, 1]])\n",
"\n",
"test_plot_dist(f, d.pdf, d.rvs)"
]
},
{
"cell_type": "markdown",
"id": "9c76cd0c-5f57-45c6-8ce4-43c38715917e",
"metadata": {
"id": "9c76cd0c-5f57-45c6-8ce4-43c38715917e"
},
"source": [
"## Visualizing the uncertainty in the Monte Carlo estimator."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "0a9c7b10-ecc3-4238-b2da-342170533c2f",
"metadata": {
"id": "0a9c7b10-ecc3-4238-b2da-342170533c2f"
},
"outputs": [],
"source": [
"def adjust_ylim(ax, bottom, top, baseline):\n",
" '''Adjusts the y-axis view limits.'''\n",
" if np.isclose(bottom, top):\n",
" return\n",
" \n",
" bottom0, top0 = ax.get_ylim()\n",
" bottom1 = np.clip(bottom, bottom0, top0)\n",
" top1 = np.clip(top, bottom0, top0)\n",
" bottom2 = bottom0 if bottom1 > baseline else bottom1\n",
" top2 = top0 if top1 < baseline else top1 \n",
" ax.set_ylim(bottom2, top2)\n",
"\n",
"def plot_uncertainty(est, *, est_kwargs,\n",
" sample_sizes, num_samples, alpha=0.05, baseline=None,\n",
" ax=None, backend_kwargs=None):\n",
" '''Plots the uncertainty.'''\n",
" x = np.fromiter(sample_sizes, dtype=int)\n",
"\n",
" samples = np.empty((num_samples, len(x)))\n",
" for i in range(num_samples):\n",
" iterable = (est(**est_kwargs, size=s.item()) for s in x)\n",
" samples[i] = np.fromiter(iterable, dtype=float)\n",
"\n",
" # alpha: Significance level for confidence interval.\n",
" z_crit = scipy.stats.norm.ppf(1 - alpha * 0.5)\n",
"\n",
" mean = np.mean(samples, axis=0)\n",
" me = z_crit * np.std(samples, axis=0) # margin of error\n",
"\n",
" if ax is None:\n",
" if backend_kwargs is None:\n",
" backend_kwargs = {}\n",
" _, ax = plt.subplots(1, 1, **backend_kwargs)\n",
"\n",
" # baseline\n",
" if baseline is not None:\n",
" label = 'baseline:{:.4f}'.format(baseline)\n",
" ax.hlines(y=baseline, xmin=0, xmax=x[-1],\n",
" colors='r', linestyle='dashed', label=label, zorder=2)\n",
"\n",
" # mean, me\n",
" ax.plot(x, mean, label='mean', zorder=3)\n",
" color = ax.get_lines()[0].get_color()\n",
" label = '{:.2f}% CI'.format((1 - alpha) * 100)\n",
" ax.fill_between(x, mean + me, mean - me,\n",
" alpha=0.25, color=color, edgecolor=color, label=label, zorder=0)\n",
"\n",
" # Displays part of the simulation results.\n",
" for i in np.random.choice(num_samples, 5, replace=False):\n",
" ax.plot(x, samples[i], alpha=0.5, linewidth=0.5, zorder=1)\n",
"\n",
" # Adjusts the y-axis view limits.\n",
" if baseline is not None:\n",
" y_org = np.mean(mean)\n",
" y_len = 3 * np.mean(me)\n",
" adjust_ylim(ax, bottom=y_org-y_len, top=y_org+y_len, baseline=baseline)\n",
"\n",
" ax.set_xlabel('Sample size')\n",
" ax.set_ylabel('Estimator')\n",
" ax.set_title('Uncertainty for {} samples.'.format(num_samples), pad=20)\n",
" ax.legend()\n",
"\n",
" return ax"
]
},
{
"cell_type": "markdown",
"id": "c6981fe4-4e0d-498e-9b6e-7cefd419ae82",
"metadata": {
"id": "c6981fe4-4e0d-498e-9b6e-7cefd419ae82"
},
"source": [
"### for test"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "676ae9ab-471a-4f42-a706-4feecf46a148",
"metadata": {
"id": "676ae9ab-471a-4f42-a706-4feecf46a148"
},
"outputs": [],
"source": [
"def test_plot_uncertainty(fn, pdf, rvs, baseline):\n",
"\n",
" _, ax = plt.subplots(1, 1)\n",
"\n",
" output = widgets.Output()\n",
"\n",
" @output.capture(clear_output=True, wait=True)\n",
" def on_value_change(num_samples):\n",
" ax.clear()\n",
"\n",
" plot_uncertainty(mc_est,\n",
" est_kwargs={'fn':fn, 'pdf': pdf, 'rvs': rvs},\n",
" sample_sizes=range(100, 10001, 100),\n",
" num_samples=num_samples,\n",
" alpha=0.05,\n",
" baseline=baseline,\n",
" ax=ax)\n",
"\n",
" display(ax.figure)\n",
"\n",
" is0 = widgets.IntSlider(min=100, max=10001, step=100,\n",
" value=100, continuous_update=False)\n",
"\n",
" widgets.interactive(on_value_change,\n",
" num_samples=is0)\n",
" display(is0, output)\n",
" plt.close()\n",
" on_value_change(is0.value)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "acf4401e-b1b4-4190-9444-f4bd46352178",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 451,
"referenced_widgets": [
"d5707596a6174e31966913d487a2b5b1",
"28684beacb4e4a03b178435aa11f4ee3",
"871a7ca4ce4b41d6b46792bb77f25905",
"c360b3df94d34d4591340a91041225ac",
"70478a74679e4b7fa4c28cc06c86a742"
]
},
"id": "acf4401e-b1b4-4190-9444-f4bd46352178",
"outputId": "6d4eedfe-47eb-4bcd-95b0-6408671151dd"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"IntSlider(value=100, continuous_update=False, description='num_samples', max=10001, min=100, step=100)"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "d5707596a6174e31966913d487a2b5b1"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"Output()"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "c360b3df94d34d4591340a91041225ac"
}
},
"metadata": {}
}
],
"source": [
"f = lambda x: np.sin(x)\n",
"interval = (0, np.pi/2)\n",
"d = scipy.stats.uniform(loc=interval[0],\n",
" scale=interval[1]-interval[0])\n",
"baseline = scipy.integrate.quad(f, *interval)[0]\n",
"\n",
"test_plot_uncertainty(f, pdf=d.pdf, rvs=d.rvs, baseline=baseline)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "6ebebc33-636d-4ddf-a249-a10bb2f6f3e1",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 451,
"referenced_widgets": [
"45d294276df548e293e60fec5ea420a3",
"d5a4886d0d084ad3a71e84a3d00b2c8f",
"fca064fef8d343579ec4e9de74b104d5",
"b5cddca7284f4b958628fc70676c69cf",
"22ced6d6e2d348ffa73fe40063fa6537"
]
},
"id": "6ebebc33-636d-4ddf-a249-a10bb2f6f3e1",
"outputId": "48ff3d97-97bd-49e6-f769-d73603790a73"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"IntSlider(value=100, continuous_update=False, description='num_samples', max=10001, min=100, step=100)"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "45d294276df548e293e60fec5ea420a3"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"Output()"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "b5cddca7284f4b958628fc70676c69cf"
}
},
"metadata": {}
}
],
"source": [
"radius = 1\n",
"\n",
"def f(x):\n",
" d = np.sum(x * x, axis=-1)\n",
" return np.where(d > (radius ** 2), 0, 1)\n",
"\n",
"d = scipy.stats.multivariate_normal([0, 0], [[1, 0], [0, 1]])\n",
"\n",
"baseline = np.pi * (radius ** 2)\n",
"\n",
"test_plot_uncertainty(f, pdf=d.pdf, rvs=d.rvs, baseline=baseline)"
]
},
{
"cell_type": "markdown",
"id": "9559f476-b4c7-4df5-b658-f2f18eceef24",
"metadata": {
"id": "9559f476-b4c7-4df5-b658-f2f18eceef24"
},
"source": [
"## Visualizing the margin of error of the Monte Carlo estimator."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "368b782f-c941-4801-be94-42eb7c110a7c",
"metadata": {
"id": "368b782f-c941-4801-be94-42eb7c110a7c"
},
"outputs": [],
"source": [
"def plot_error(est, *, est_kwargs,\n",
" sample_sizes, num_samples, alpha=0.05,\n",
" ax=None, backend_kwargs=None):\n",
"\n",
" x = np.fromiter(sample_sizes, dtype=int)\n",
"\n",
" samples = np.empty((num_samples, len(x)))\n",
" for i in range(num_samples):\n",
" iterable = (est(**est_kwargs, size=s.item()) for s in x)\n",
" samples[i] = np.fromiter(iterable, dtype=float)\n",
"\n",
" # alpha: Significance level for confidence interval.\n",
" z_crit = scipy.stats.norm.ppf(1 - alpha * 0.5)\n",
"\n",
" me = z_crit * np.std(samples, axis=0) # margin of error\n",
"\n",
" if ax is None:\n",
" if backend_kwargs is None:\n",
" backend_kwargs = {}\n",
" _, ax = plt.subplots(1, 1, **backend_kwargs)\n",
"\n",
" label = '{:.2f}% CL'.format((1 - alpha) * 100)\n",
" ax.plot(x, me, label=label)\n",
" #coef = np.polynomial.polynomial.polyfit(x, me, 3)\n",
" #ax.plot(x, np.polynomial.polynomial.polyval(x, coef))\n",
" ax.set_xlabel('Sample size')\n",
" ax.set_ylabel('Margin of error')\n",
" ax.set_title('Margin of error for {} samples.'.format(num_samples), pad=20)\n",
" ax.legend()\n",
"\n",
" return ax"
]
},
{
"cell_type": "markdown",
"id": "27f8644b-d4b6-4230-80ac-1551667e57ff",
"metadata": {
"id": "27f8644b-d4b6-4230-80ac-1551667e57ff"
},
"source": [
"### for test"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "432ddf65-3647-42ea-b3f3-5200761a281a",
"metadata": {
"id": "432ddf65-3647-42ea-b3f3-5200761a281a"
},
"outputs": [],
"source": [
"def test_plot_error(fn, pdf, rvs):\n",
"\n",
" _, ax = plt.subplots(1, 1)\n",
"\n",
" output = widgets.Output()\n",
"\n",
" @output.capture(clear_output=True, wait=True)\n",
" def on_value_change(num_samples):\n",
" ax.clear()\n",
"\n",
" plot_error(mc_est,\n",
" est_kwargs={'fn':fn, 'pdf': pdf, 'rvs': rvs},\n",
" sample_sizes=range(100, 10001, 100),\n",
" num_samples=num_samples,\n",
" alpha=0.05,\n",
" ax=ax)\n",
"\n",
" display(ax.figure)\n",
"\n",
" is0 = widgets.IntSlider(min=100, max=10001, step=100,\n",
" value=100, continuous_update=False)\n",
"\n",
" widgets.interactive(on_value_change,\n",
" num_samples=is0)\n",
" display(is0, output)\n",
" plt.close()\n",
" on_value_change(is0.value)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "a49e6697-6285-4d0e-a6a4-b35510b80c89",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 451,
"referenced_widgets": [
"fefa30da91a244afbb727c8440ed8420",
"75773990bbfe4b7d82c2701294f3865c",
"9d6e620ed7ad403e96d83de5ddf92e1d",
"7a936ae4d33c4231aefc9fbfff86264f",
"2a1b4ecdf3464c56a3ab0023f1f3f2b8"
]
},
"id": "a49e6697-6285-4d0e-a6a4-b35510b80c89",
"outputId": "e038f074-7b36-432f-ac56-58b478ef5d75"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"IntSlider(value=100, continuous_update=False, description='num_samples', max=10001, min=100, step=100)"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "fefa30da91a244afbb727c8440ed8420"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"Output()"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "7a936ae4d33c4231aefc9fbfff86264f"
}
},
"metadata": {}
}
],
"source": [
"f = lambda x: np.sin(x)\n",
"interval = (0, np.pi/2)\n",
"d = scipy.stats.uniform(loc=interval[0],\n",
" scale=interval[1]-interval[0])\n",
"\n",
"test_plot_error(f, pdf=d.pdf, rvs=d.rvs)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "c1a5e958-56f5-4fe6-97ba-e5ecebf2a0cf",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 451,
"referenced_widgets": [
"7136210c87684f2f85d2ba54a747f836",
"1353de399077436ca52f233bdff575db",
"e72195a117cd4b5ab5a1d7fb32bedec9",
"0b074152ba78413a8bd8b86a358da800",
"13d4cdcfe3694b34b29b379227302711"
]
},
"id": "c1a5e958-56f5-4fe6-97ba-e5ecebf2a0cf",
"outputId": "01f5dec3-a869-4cc1-bebc-32880d99032e"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"IntSlider(value=100, continuous_update=False, description='num_samples', max=10001, min=100, step=100)"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "7136210c87684f2f85d2ba54a747f836"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"Output()"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "0b074152ba78413a8bd8b86a358da800"
}
},
"metadata": {}
}
],
"source": [
"radius = 1\n",
"\n",
"def f(x):\n",
" d = np.sum(x * x, axis=-1)\n",
" return np.where(d > (radius ** 2), 0, 1)\n",
"\n",
"d = scipy.stats.multivariate_normal([0, 0], [[1, 0], [0, 1]])\n",
"\n",
"test_plot_error(f, pdf=d.pdf, rvs=d.rvs)"
]
},
{
"cell_type": "markdown",
"id": "1f8535c9-c7d1-491b-85d4-0c51a4065c6c",
"metadata": {
"id": "1f8535c9-c7d1-491b-85d4-0c51a4065c6c"
},
"source": [
"## Visualizing a function."
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "24dcbbee-8dda-4c32-ab66-7641015a132c",
"metadata": {
"id": "24dcbbee-8dda-4c32-ab66-7641015a132c"
},
"outputs": [],
"source": [
"def plot_fn(fn, *, interval, pdf,\n",
" ax=None, backend_kwargs=None):\n",
" if ax is None:\n",
" if backend_kwargs is None:\n",
" backend_kwargs = {}\n",
" _, ax = plt.subplots(1, 1, **backend_kwargs)\n",
"\n",
" a, b = interval\n",
" d = 1 + np.floor(np.log10(b - a)).astype(int)\n",
" d = np.clip(d, 2, 4)\n",
" m = (b - a) * 0.375\n",
" x = np.linspace(a-m, b+m, 10 ** d)\n",
"\n",
" y = fn(x)\n",
" ax.plot(x, y, color='k', label='f')\n",
" ax.plot(x, pdf(x), color='orange', label='pdf', linestyle='dashed')\n",
" ax.fill_between(x, y, 0, where=(x >= a)&(x <= b),\n",
" color='k', facecolor=(0,0,0,0), edgecolor='k', hatch='//', linestyle='dashed')\n",
"\n",
" ax.set_xlabel('x')\n",
" ax.set_ylabel('y')\n",
" ax.spines.top.set_visible(False)\n",
" ax.spines.right.set_visible(False)\n",
" ax.legend()\n",
"\n",
" return ax"
]
},
{
"cell_type": "markdown",
"id": "aa1a9ad3-f9a7-487c-84b3-499f88571c5b",
"metadata": {
"id": "aa1a9ad3-f9a7-487c-84b3-499f88571c5b"
},
"source": [
"### for test"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "209fbac5-1d38-469c-b1f6-eea23f62762d",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 419,
"referenced_widgets": [
"7b72c344053742689f2774aec107ac20",
"ebde722e5a2b442c9a06e9b193f3e536",
"d601800748ea48d7bde5997395e939e0",
"3f8b3fac73e645869546d554c1ba300e",
"44ffec01079842c880e731a570e81464"
]
},
"id": "209fbac5-1d38-469c-b1f6-eea23f62762d",
"outputId": "78110d5b-28d2-44d5-88c1-77b06707073d"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"FloatRangeSlider(value=(0.0, 1.5707963267948966), continuous_update=False, description='interval', max=10.0, m…"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "7b72c344053742689f2774aec107ac20"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"Output()"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "3f8b3fac73e645869546d554c1ba300e"
}
},
"metadata": {}
}
],
"source": [
"def test_plot_fn():\n",
"\n",
" f = lambda x: np.sin(x)\n",
"\n",
" _, ax = plt.subplots(1, 1)\n",
"\n",
" output = widgets.Output()\n",
"\n",
" @output.capture(clear_output=True, wait=True)\n",
" def on_value_change(interval):\n",
" d = scipy.stats.uniform(loc=interval[0], scale=interval[1]-interval[0])\n",
" \n",
" ax.clear()\n",
"\n",
" plot_fn(f, interval=interval, pdf=d.pdf, ax=ax)\n",
"\n",
" display(ax.figure) \n",
"\n",
" frs0 = widgets.FloatRangeSlider(value=(0, np.pi/2),\n",
" min=-10, max=10, step=1,\n",
" continuous_update=False,\n",
" description='interval')\n",
"\n",
" widgets.interactive(on_value_change,\n",
" interval=frs0)\n",
" display(frs0, output)\n",
" plt.close()\n",
" on_value_change(frs0.value)\n",
"\n",
"test_plot_fn()"
]
},
{
"cell_type": "markdown",
"id": "f14af1dd-5990-41c1-9931-d5488613afe0",
"metadata": {
"id": "f14af1dd-5990-41c1-9931-d5488613afe0"
},
"source": [
"## The Monte Carlo estimator in one dimension."
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "1b999413-3930-4329-b2a2-11ce2c6aa7ce",
"metadata": {
"id": "1b999413-3930-4329-b2a2-11ce2c6aa7ce"
},
"outputs": [],
"source": [
"def plot_data_1d(data):\n",
" '''Plots based on data for 1D.'''\n",
" nrows = len(data)\n",
" fig, axes = plt.subplots(nrows=nrows, ncols=3,\n",
" subplot_kw={},\n",
" figsize=(18, 4*nrows),\n",
" constrained_layout=True)\n",
"\n",
" fig.set_constrained_layout_pads(hspace=0.1, wspace=0.1)\n",
"\n",
" if type(axes) != np.ndarray:\n",
" axes = np.array([axes])\n",
"\n",
" for (ax0, ax1, ax2), datum in zip(axes.reshape(len(data), 3), data):\n",
" num_dims = datum.get('num_dims')\n",
" fn = datum.get('fn')\n",
" est = datum.get('est')\n",
" est_kwargs = {'fn': fn}\n",
" est_kwargs.update(datum.get('est_kwargs'))\n",
" #\n",
" plot_fn_kwargs = datum.get('plot_fn_kwargs')\n",
" plot_fn(fn,\n",
" interval=plot_fn_kwargs.get('interval'),\n",
" pdf=plot_fn_kwargs.get('pdf'),\n",
" ax=ax0)\n",
" #\n",
" plot_dist_kwargs = datum.get('plot_dist_kwargs',\n",
" {'sample_sizes', (100, 1000),\n",
" 'num_samples', 100, })\n",
"\n",
" plot_dist(est, est_kwargs=est_kwargs,\n",
" sample_sizes=plot_dist_kwargs.get('sample_sizes'),\n",
" num_samples=plot_dist_kwargs.get('num_samples'),\n",
" ax=ax1)\n",
" #\n",
" plot_uncertainty_kwargs = datum.get('plot_uncertainty_kwargs',\n",
" {'sample_sizes': range(100, 1001, 100),\n",
" 'num_samples': 100,\n",
" 'baseline': None})\n",
"\n",
" plot_uncertainty(est, est_kwargs=est_kwargs,\n",
" sample_sizes=plot_uncertainty_kwargs.get('sample_sizes'),\n",
" num_samples=plot_uncertainty_kwargs.get('num_samples'),\n",
" alpha=0.05,\n",
" baseline=plot_uncertainty_kwargs.get('baseline'),\n",
" ax=ax2)\n",
"\n",
" plt.show()"
]
},
{
"cell_type": "markdown",
"id": "c9f16a5f-95e3-4a77-aa1c-521d8444c0cf",
"metadata": {
"id": "c9f16a5f-95e3-4a77-aa1c-521d8444c0cf"
},
"source": [
"### Importance Sampling"
]
},
{
"cell_type": "markdown",
"id": "3793be50-6c86-4905-8410-d6e7aa54ae8e",
"metadata": {
"id": "3793be50-6c86-4905-8410-d6e7aa54ae8e"
},
"source": [
"Example\n",
"$$\n",
"\\int_{0}^{\\frac{\\pi}{2}} \\sin{(x)}\\,dx\n",
"=1\n",
"$$"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "19294c23-17c6-418e-9a31-d003e1193230",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 823
},
"id": "19294c23-17c6-418e-9a31-d003e1193230",
"outputId": "56a907f0-e23d-4a4b-8aaf-d1f0f7ba8a53"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1296x864 with 9 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
],
"source": [
"f = lambda x: np.sin(x)\n",
"interval = (0, np.pi/2)\n",
"\n",
"d0 = scipy.stats.uniform(loc=interval[0], scale=interval[1]-interval[0])\n",
"d1 = scipy.stats.triang(c=1, loc=interval[0], scale=interval[1]-interval[0])\n",
"d2 = scipy.stats.trapezoid(c=0.7, d=1, loc=interval[0], scale=interval[1]-interval[0])\n",
"\n",
"plot_dist_kwargs = {'sample_sizes': [100, 1000, 10000],\n",
" 'num_samples': 10000}\n",
"\n",
"plot_uncertainty_kwargs = {'sample_sizes': range(100, 10001, 100),\n",
" 'num_samples': 100,\n",
" 'baseline': scipy.integrate.quad(f, *interval)[0]}\n",
"\n",
"data = [{'fn': f,\n",
" 'est': mc_est,\n",
" 'est_kwargs': {'pdf': d0.pdf, 'rvs': d0.rvs},\n",
" 'plot_fn_kwargs': {'interval': interval, 'pdf': d0.pdf},\n",
" 'plot_dist_kwargs': plot_dist_kwargs,\n",
" 'plot_uncertainty_kwargs': plot_uncertainty_kwargs\n",
" },\n",
" {'fn': f,\n",
" 'est': mc_est,\n",
" 'est_kwargs': {'pdf': d1.pdf, 'rvs': d1.rvs},\n",
" 'plot_fn_kwargs': {'interval': interval, 'pdf': d1.pdf},\n",
" 'plot_dist_kwargs': plot_dist_kwargs,\n",
" 'plot_uncertainty_kwargs': plot_uncertainty_kwargs\n",
" },\n",
" {'fn': f,\n",
" 'est': mc_est,\n",
" 'est_kwargs': {'pdf': d2.pdf, 'rvs': d2.rvs},\n",
" 'plot_fn_kwargs': {'interval': interval, 'pdf': d2.pdf},\n",
" 'plot_dist_kwargs': plot_dist_kwargs,\n",
" 'plot_uncertainty_kwargs': plot_uncertainty_kwargs\n",
" }, ]\n",
"\n",
"plot_data_1d(data)"
]
},
{
"cell_type": "markdown",
"id": "8d18ba9f-5fff-4de5-8404-4d8f0716e14f",
"metadata": {
"id": "8d18ba9f-5fff-4de5-8404-4d8f0716e14f"
},
"source": [
"### Stratified Sampling\n",
"$$\n",
"\\langle F_{s}^{\\mathrm{N}} \\rangle\n",
"=\\frac{b-a}{\\mathrm{N}} \\sum_{i=0}^{\\mathrm{N-1}} f(a + \\xi_{i}^{N} (b-a))\\\\\n",
"\\xi_{i}^{N}\n",
"=\\frac{i + \\xi_{i}}{\\mathrm{N}}\n",
"$$"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "1d293c62-9fb7-4d6d-88fa-43fb1d250be0",
"metadata": {
"id": "1d293c62-9fb7-4d6d-88fa-43fb1d250be0"
},
"outputs": [],
"source": [
"def ss_est(fn, *, interval, size):\n",
" '''Returns a Stratified Sampling estimate.'''\n",
" assert(isinstance(interval, (list, tuple)) and len(interval) == 2\n",
" and isinstance(size, int))\n",
"\n",
" a, b = interval\n",
" xi = (np.arange(size) + np.random.uniform(low=0, high=1, size=size)) / size\n",
" return (b - a) * np.mean(fn(a + xi * (b - a)))"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "dc04308e-e5e3-4234-8e76-ae12f4b4f722",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 823
},
"id": "dc04308e-e5e3-4234-8e76-ae12f4b4f722",
"outputId": "2f18cb7e-1f6b-4558-cec6-a1a67ce71870"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1296x864 with 9 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
],
"source": [
"_data = [[lambda x: np.sin(x),\n",
" (0, np.pi/2),\n",
" ],\n",
" [lambda x: x ** 2,\n",
" (-1, 2),\n",
" ],\n",
" [lambda x: (np.cos(2.5 * x) + np.sin(1 * x)) ** 2,\n",
" (-1, 2),\n",
" ], ]\n",
"\n",
"data = []\n",
"\n",
"for fn, interval in _data:\n",
" dist = scipy.stats.uniform(loc=interval[0],\n",
" scale=interval[1]-interval[0])\n",
"\n",
" plot_dist_kwargs = {'sample_sizes': [100, 1000, 10000],\n",
" 'num_samples': 10000}\n",
"\n",
" plot_uncertainty_kwargs = {'sample_sizes': range(100, 10001, 100),\n",
" 'num_samples': 100,\n",
" 'baseline': scipy.integrate.quad(fn, *interval)[0]}\n",
"\n",
" datum = {'est': ss_est}\n",
" datum['fn'] = fn\n",
" datum['est_kwargs'] = {'interval': interval}\n",
" datum['plot_fn_kwargs'] = {'interval': interval, 'pdf': dist.pdf}\n",
" datum['plot_dist_kwargs'] = plot_dist_kwargs\n",
" datum['plot_uncertainty_kwargs'] = plot_uncertainty_kwargs\n",
"\n",
" data.append(datum)\n",
"\n",
"plot_data_1d(data)"
]
},
{
"cell_type": "markdown",
"id": "1ddbe9e0-93de-45f6-a260-8a3392c5c5c1",
"metadata": {
"id": "1ddbe9e0-93de-45f6-a260-8a3392c5c5c1"
},
"source": [
"## The Monte Carlo estimator in two dimensions."
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "c23d6707-f122-4778-ae8a-dca337e6bbec",
"metadata": {
"id": "c23d6707-f122-4778-ae8a-dca337e6bbec"
},
"outputs": [],
"source": [
"def plot_stats(est, *, est_kwargs, baseline=None,\n",
" plot_dist_kwargs=None, plot_uncertainty_kwargs=None):\n",
"\n",
" fig, axes = plt.subplots(nrows=1, ncols=2,\n",
" figsize=(12, 4),\n",
" constrained_layout=True)\n",
"\n",
" fig.set_constrained_layout_pads(hspace=0.1, wspace=0.1)\n",
"\n",
" ax0, ax1 = axes\n",
" #\n",
" if plot_dist_kwargs is None:\n",
" plot_dist_kwargs = {'sample_sizes': (100, 1000),\n",
" 'num_samples': 100}\n",
"\n",
" plot_dist(est, est_kwargs=est_kwargs,\n",
" sample_sizes=plot_dist_kwargs.get('sample_sizes'),\n",
" num_samples=plot_dist_kwargs.get('num_samples'),\n",
" ax=ax0)\n",
" #\n",
" if plot_uncertainty_kwargs is None:\n",
" plot_uncertainty_kwargs = {'sample_sizes': range(100, 1001, 100),\n",
" 'num_samples': 100}\n",
"\n",
" plot_uncertainty(est, est_kwargs=est_kwargs,\n",
" sample_sizes=plot_uncertainty_kwargs.get('sample_sizes'),\n",
" num_samples=plot_uncertainty_kwargs.get('num_samples'),\n",
" alpha=0.05,\n",
" baseline=baseline,\n",
" ax=ax1)\n",
"\n",
" plt.show()"
]
},
{
"cell_type": "markdown",
"id": "fc2092ca-fc7e-4b6b-912d-bd8cf1723747",
"metadata": {
"id": "fc2092ca-fc7e-4b6b-912d-bd8cf1723747"
},
"source": [
"Example 1\n",
"$$\n",
"\\int_{0}^{1} \\int_{0}^{2}\n",
"(2x^2 + y^2)\\,dx\\,dy\n",
"=6\n",
"$$"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "c8f301a5-24a4-485f-bf45-562ec0c4a2b0",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 306
},
"id": "c8f301a5-24a4-485f-bf45-562ec0c4a2b0",
"outputId": "c96fb1ac-ae8f-4bd9-c8b3-d317dbbe792e"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 864x288 with 2 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
],
"source": [
"intervals = ((0, 2), (0, 1))\n",
"volume = (intervals[0][1] - intervals[0][0]) * (intervals[1][1] - intervals[1][0])\n",
"\n",
"def f(x):\n",
" x0, x1 = x[..., 0], x[..., 1]\n",
" return 2 * (x0 * x0) + (x1 * x1)\n",
"\n",
"def pdf(x):\n",
" return np.full_like(x[..., 0], 1 / volume)\n",
"\n",
"def ppf(u):\n",
" u0, u1 = u[..., 0], u[..., 1]\n",
" x0 = intervals[0][0] + u0 * (intervals[0][1] - intervals[0][0])\n",
" x1 = intervals[1][0] + u1 * (intervals[1][1] - intervals[1][0])\n",
" return np.stack([x0, x1], axis=-1)\n",
"\n",
"baseline = 6\n",
"\n",
"est_kwargs = {'fn': f, 'pdf': pdf, 'rvs': rvs_nize(2, ppf)}\n",
"\n",
"plot_dist_kwargs = {'sample_sizes': (10 ** x for x in range(2, 5)),\n",
" 'num_samples': 10000}\n",
"\n",
"plot_uncertainty_kwargs = {'sample_sizes': range(100, 10001, 100),\n",
" 'num_samples': 100}\n",
"\n",
"plot_stats(mc_est, est_kwargs=est_kwargs, baseline=baseline,\n",
" plot_dist_kwargs=plot_dist_kwargs,\n",
" plot_uncertainty_kwargs=plot_uncertainty_kwargs)"
]
},
{
"cell_type": "markdown",
"id": "a6002cfb-2c9f-40c3-8ce4-074269db83e3",
"metadata": {
"id": "a6002cfb-2c9f-40c3-8ce4-074269db83e3"
},
"source": [
"Example 2\n",
"$$\n",
"\\int_{x^2 + y^2 \\le \\mathrm{R}^2}\\,dx dy\n",
"=\\pi \\mathrm{R}^2\n",
"$$"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "034866d2-5c80-4a6e-8b62-654eb8c1a09e",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 306
},
"id": "034866d2-5c80-4a6e-8b62-654eb8c1a09e",
"outputId": "d218e332-5592-423a-af80-1d2d24905af7"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 864x288 with 2 Axes>"
],
"image/png": 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