{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# R8. Topics in bootstrapping\n", "\n", "*This recitation was prepared by Cecelia Andrews with help from Justin Bois. Modifications were made by Sanjana Kulkarni, Rashi Jeeda, and Grace Liu.*\n", "\n", "[Law school dataset download](https://s3.amazonaws.com/bebi103.caltech.edu/data/law_school_data.csv)\n", "\n", "[Bee sperm dataset download](https://s3.amazonaws.com/bebi103.caltech.edu/data/bee_sperm.csv)\n", "\n", "[*C. elegans* egg cross-sectional area dataset download](https://s3.amazonaws.com/bebi103.caltech.edu/data/c_elegans_egg_xa.csv)\n", "\n", "[Phone repair times dataset download](https://s3.amazonaws.com/bebi103.caltech.edu/data/ilec.csv)\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "nbsphinx": "hidden", "tags": [] }, "outputs": [], "source": [ "# Colab setup ------------------\n", "import os, sys, subprocess\n", "if \"google.colab\" in sys.modules:\n", " cmd = \"pip install --upgrade iqplot bebi103 colorcet watermark\"\n", " process = subprocess.Popen(cmd.split(), stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n", " stdout, stderr = process.communicate()\n", " data_path = \"https://s3.amazonaws.com/bebi103.caltech.edu/data/\"\n", "else:\n", " data_path = \"../data/\"\n", "# ------------------------------" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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\n", "\n", "In this recitation, we will cover\n", "\n", "1. Review of bootstrapping concepts from Lessons 14 and 18.\n", "3. BCa Confidence Intervals\n", "4. Studentized Bootstrap\n", "\n", "\n", "An excellent reference, if dated, for bootstrapping calculations is **Efron and Tibshirani's *An Introduction to the Bootstrap*, 1994** ([Amazon](http://www.amazon.com/Introduction-Bootstrap-Monographs-Statistics-Probability/dp/0412042312))." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Review\n", "\n", "### What do we need to understand before thinking about bootstrapping?\n", "\n", "\n", "#### The plug-in principle\n", "\n", "This was covered in Lesson 14. \n", "\n", "The plug-in-principle is important theory for understanding why bootstrapping is helpful. \n", "\n", "**Simplified definition:** \n", "\n", "Say we have a sample of repeated measurements, and we know there is a generative distribution for these measurements. But, we don't know what that generative distribution is. We can estimate a parameter, $\\theta = T(F)$, of the generative distribution by computing the statistical functional using the empirical CDF rather than the actual CDF.\n", "\n", "\n", "\n", "**Thorough definition:** \n", "\n", "Say we have a data set of repeated measurements of the lengths of *C. elegans* eggs. We know there is a generative distribution for these lengths, but we don't know any parameters of the distribution. How can we estimate a parameter of the distribution? \n", "\n", "Call the CDF of our generative distribution $F(x)$. We want to compute a statistical functional, $T(F)$, of the CDF. $T(F)$ could be the mean, variance, median, etc. The parameter $\\theta$ is defined by the functional, so $\\theta = T(F)$. \n", "\n", "However, we only have a sample from the generative distribution (our egg length measurements). We can compute the ECDF of our measurements, called $\\hat{F}$. The plug-in principle simply states we can estimate our parameter of interest, $\\theta$, by calculating: \n", "\n", "\\begin{align}\n", "\\hat{\\theta} &= T(\\hat{F}) \n", "\\end{align}\n", "\n", "Essentially, the plug-in principle says we can estimate the parameter $\\theta$ by computing the statistical functional on the empirical CDF rather than the actual CDF." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Why and how do we bootstrap?\n", "\n", "When we are trying to learn something from data, it becomes easier to estimate accurate statistics from our results as we gather more data that is representative of our population. As we increase our number of samples, we capture more and more samples from the generative distribution and our picture of it becomes more clear. However, it is often not reasonably possible to sample an entire population to learn about something we're interested in. In these cases, we have to settle for having only a subset of all the possible data.\n", "\n", "However, bootstrapping can help us simulate extra runs of an experiment and act as a way to artificially obtain more samples! The basic idea of bootstrapping is to simulate many repetitions of the experiment. It is a type of resampling, in which you draw samples from your sample to generate a bootstrap distribution. For example, if you have a sample of 10 data points, you can generate more samples by randomly choosing from the original set of 10 points, with replacement. \n", "\n", "Bootstrapping allows us to get a better plug-in estimate for the statistical functional as if we did the experiment many times. " ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "### How are confidence intervals related to bootstrapping?\n", "\n", "Confidence intervals were covered in Lesson 14. \n", "\n", "Recall that we know the following about confidence intervals: \"If an experiment is repeated over and over again, the estimate I compute for a parameter, $\\hat{\\theta}$ , will lie between the bounds of the 95% confidence interval for 95% of the experiments.\" This is the frequentist interpretation of confidence intervals. The center of the interval is treated as a fixed value (population test statistic), and the bounds are random variables that change based on the simulation. \n", "\n", "Since we usually cannot actually perform an experiment a large number of times, bootstrapping serves to \"create\" these repeated trials. We can then compute a parameter of interest for each of those trials, and we will know that the parameter value estimate will lie in the 95% interval for 95% of the bootstrap samples." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's try bootstrapping!\n", "\n", "To see the power of bootstrapping in action, let's consider the example given in Efron and Tibshirani's *An Introduction to the Bootstrap*. \n", "\n", "The CSV file `law_school_data.csv`, available [here](https://s3.amazonaws.com/bebi103.caltech.edu/data/law_school_data.csv), contains the population of measurements (LSAT, GPA) for N=82 American law schools for the entering classes of 1973. LSAT is the average score of the class on the LSAT (national law exam), and GPA is the average undergraduate GPA. In this example, we have a census, so we know the actual values of the summary statistics we may want to compute. Here we load in the data and view the first 10 observations." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " School LSAT GPA\n", "0 1 622 3.23\n", "1 2 542 2.83\n", "2 3 579 3.24\n", "3 4 653 3.12\n", "4 5 606 3.09\n", "5 6 576 3.39\n", "6 7 620 3.10\n", "7 8 615 3.40\n", "8 9 553 2.97\n", "9 10 607 2.91" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_law = pd.read_csv(os.path.join(data_path, 'law_school_data.csv'))\n", "df_law.head(10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's pretend we are a researcher interested in estimating the mean LSAT and GPA for American law schools. It would be difficult to survey every law school in the USA and collect LSAT and GAP scores of each class, so in practice, researchers collect a sample, a subset of the population, and make inferences about the population. Say we collect a random sample of 15 law schools and want to estimate the population mean from our sample. We will simulate this by drawing a random sample of size n=15:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " School LSAT GPA\n", "21 22 614 3.19\n", "51 52 580 3.07\n", "11 12 596 3.24\n", "17 18 646 3.47\n", "2 3 579 3.24\n", "10 11 558 3.11\n", "33 34 591 3.02\n", "3 4 653 3.12\n", "13 14 581 3.22\n", "36 37 615 3.37\n", "34 35 578 3.03\n", "52 53 594 2.96\n", "16 17 599 3.23\n", "70 71 570 3.01\n", "49 50 555 3.00" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Set the random seed\n", "rg = np.random.default_rng(seed=3252)\n", "\n", "# Draw 15 random samples and make a new dataframe\n", "indices = rg.choice(np.arange(82), replace=False, size=15)\n", "df_sample = df_law.loc[indices]\n", "df_sample" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "How does this sample compare to the population? Let's compare the population mean LSAT and GPA to the sample means:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sample mean LSAT: 593.9333333333333\n", "Sample mean GPA: 3.1519999999999997\n", "Population mean LSAT: 597.5487804878048\n", "Population mean GPA: 3.1347560975609756\n" ] } ], "source": [ "# Print means\n", "print(f'Sample mean LSAT: {np.mean(df_sample.LSAT)}')\n", "print(f'Sample mean GPA: {np.mean(df_sample.GPA)}')\n", "print(f'Population mean LSAT: {np.mean(df_law.LSAT)}')\n", "print(f'Population mean GPA: {np.mean(df_law.GPA)}')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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" const render_items = [{\"docid\":\"81949108-30da-4a23-9854-6dda72eaddad\",\"roots\":{\"p1135\":\"bc970033-106a-4b25-bea1-0a448dd57b3f\"},\"root_ids\":[\"p1135\"]}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p1135" } }, "output_type": "display_data" } ], "source": [ "p = bebi103.viz.confints(\n", " [\n", " {\n", " \"estimate\": np.mean(df_sample.LSAT),\n", " \"conf_int\": [np.mean(df_sample.LSAT), np.mean(df_sample.LSAT)],\n", " \"label\": \"Sample mean LSAT\",\n", " },\n", " {\n", " \"estimate\": np.mean(df_law.LSAT),\n", " \"conf_int\": [np.mean(df_law.LSAT), np.mean(df_law.LSAT)],\n", " \"label\": \"Population mean LSAT\",\n", " },\n", " ],\n", ")\n", "\n", "# Set plot range to all possible LSAT scores from the time\n", "p.x_range = bokeh.models.Range1d(200, 800)\n", "\n", "q = bebi103.viz.confints(\n", " [\n", " {\n", " \"estimate\": np.mean(df_sample.GPA),\n", " \"conf_int\": [np.mean(df_sample.GPA), np.mean(df_sample.GPA)],\n", " \"label\": \"Sample mean GPA\",\n", " },\n", " {\n", " \"estimate\": np.mean(df_law.GPA),\n", " \"conf_int\": [np.mean(df_law.GPA), np.mean(df_law.GPA)],\n", " \"label\": \"Population mean GPA\",\n", " },\n", " ]\n", ")\n", "\n", "# Set plot range to all possible GPA values\n", "q.x_range = bokeh.models.Range1d(0, 4)\n", "\n", "bokeh.io.show(bokeh.layouts.column(p, bokeh.models.Spacer(height=20), q))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The accuracy of the mean LSAT and GPA of the small sample will vary based on the sample you draw, but they can be fairly far away from the mean of the population such that the standard error does not capture the actual mean.\n", "\n", "Let's compare the ECDFs as well. To overlay the sample and population ECDFs, we will use manually compute the ECDFs of the samples and populations and overlay them on the population plots. This is easier to do since the sample and population are of different sizes. " ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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ECDF values of data\"\"\"\n", " return np.arange(1, len(data) + 1) / len(data)\n", "\n", "\n", "# Initialize two bokeh plots using a list comprehension\n", "labels = [\"LSAT\", \"GPA\"]\n", "p_LSAT, p_GPA = [\n", " bokeh.plotting.figure(\n", " height=300, width=400, x_axis_label=labels[i], y_axis_label=\"ECDF\"\n", " )\n", " for i in range(2)\n", "]\n", "\n", "# Compute and plot the ECDFs for LSAT\n", "p_LSAT.circle(\n", " np.sort(df_law.LSAT), compute_ecdf(df_law.LSAT), legend_label=\"Population\"\n", ")\n", "\n", "p_LSAT.circle(\n", " np.sort(df_sample.LSAT),\n", " compute_ecdf(df_sample.LSAT),\n", " legend_label=\"Sample\",\n", " color=\"darkorange\",\n", " size=6,\n", ")\n", "\n", "# Compute and plot the ECDFs for GPA\n", "p_GPA.circle(\n", " np.sort(df_law.GPA), compute_ecdf(df_law.GPA), legend_label=\"Population\",\n", ")\n", "\n", "p_GPA.circle(\n", " np.sort(df_sample.GPA),\n", " compute_ecdf(df_sample.GPA),\n", " legend_label=\"Sample\",\n", " color=\"darkorange\",\n", " size=6,\n", ")\n", "\n", "p_LSAT.legend.location = p_GPA.legend.location = \"top_left\"\n", "\n", "bokeh.io.show(bokeh.layouts.column(p_LSAT, bokeh.models.Spacer(height=20), p_GPA))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The ECDFs match up fairly well, but if we zoom in on the 50th percentile we can see the medians may not overlap, and the means are probably off a bit, too. Let's see if we can compute a confidence interval through bootstrapping. We'll use the function `draw_bs_sample()` to draw bootstrap samples of the same size as our sample (n=15), and compute the means of each to create 1000 replicates. Remember, our bootstrap samples are always the same size as the original sample because we want to simulate repeating the same experiment." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "1762" } }, "output_type": "display_data" } ], "source": [ "@numba.njit\n", "def draw_bs_sample(data):\n", " \"\"\"Draw a bootstrap sample from a 1D data set.\"\"\"\n", " return np.random.choice(data, size=len(data))\n", "\n", "\n", "# Number of bootstrap replicates we want to draw\n", "N = 1000\n", "\n", "sample_lsat_mean_reps = np.empty(N)\n", "sample_gpa_mean_reps = np.empty(N)\n", "\n", "# Turn the sample LSAT and GPA scores into arrays for use with numba\n", "sample_lsat = np.array(df_sample.LSAT)\n", "sample_gpa = np.array(df_sample.GPA)\n", "\n", "for i in range(N):\n", " sample_lsat_mean_reps[i] = np.mean(draw_bs_sample(sample_lsat))\n", " sample_gpa_mean_reps[i] = np.mean(draw_bs_sample(sample_gpa))\n", "\n", "p_LSAT_conf = bebi103.viz.confints(\n", " [\n", " {\n", " \"estimate\": np.mean(sample_lsat),\n", " \"conf_int\": np.percentile(sample_lsat_mean_reps, [2.5, 97.5]),\n", " \"label\": \"Sample mean LSAT\",\n", " },\n", " {\n", " \"estimate\": np.mean(df_law.LSAT),\n", " \"conf_int\": [np.mean(df_law.LSAT), np.mean(df_law.LSAT)],\n", " \"label\": \"Population mean LSAT\",\n", " },\n", " ],\n", ")\n", "p_LSAT_conf.x_range = bokeh.models.Range1d(200, 800)\n", "\n", "p_GPA_conf = bebi103.viz.confints(\n", " [\n", " {\n", " \"estimate\": np.mean(sample_gpa),\n", " \"conf_int\": np.percentile(sample_gpa_mean_reps, [2.5, 97.5]),\n", " \"label\": \"Sample mean GPA\",\n", " },\n", " {\n", " \"estimate\": np.mean(df_law.GPA),\n", " \"conf_int\": [np.mean(df_law.GPA), np.mean(df_law.GPA)],\n", " \"label\": \"Population mean GPA\",\n", " },\n", " ]\n", ")\n", "p_GPA_conf.x_range = bokeh.models.Range1d(0, 4)\n", "\n", "bokeh.io.show(\n", " bokeh.layouts.column(p_LSAT_conf, bokeh.models.Spacer(height=20), p_GPA_conf)\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The 95% confidence interval captures the true mean for both the LSAT and GPA data. Let's compare the ECDFs again. We will create 500 bootstrap sample ECDFs and overlay them over the population ECDF. Note: if 500 samples takes too long to render on your machine, you can change the variable `n` to something like 100. You will still see the same overall effect. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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comprehension\n", "labels = [\"LSAT\", \"GPA\"]\n", "p_LSAT, p_GPA = [\n", " bokeh.plotting.figure(\n", " height=300, width=400, x_axis_label=labels[i], y_axis_label=\"ECDF\"\n", " )\n", " for i in range(2)\n", "]\n", "\n", "n = 500\n", "# Make n bootstrap samples and plot them\n", "for i in range(n):\n", " lsat = draw_bs_sample(sample_lsat)\n", " gpa = draw_bs_sample(sample_gpa)\n", " # Add semitransparent ECDFs to the plot\n", " p_LSAT.circle(\n", " np.sort(lsat),\n", " compute_ecdf(lsat),\n", " color=colorcet.b_glasbey_category10[0],\n", " alpha=0.05,\n", " )\n", " p_GPA.circle(\n", " np.sort(gpa),\n", " compute_ecdf(gpa),\n", " color=colorcet.b_glasbey_category10[0],\n", " alpha=0.05,\n", " )\n", "\n", "p_LSAT.circle(\n", " np.sort(df_law.LSAT),\n", " compute_ecdf(df_law.LSAT),\n", " color=colorcet.b_glasbey_category10[1],\n", ")\n", "p_GPA.circle(\n", " np.sort(df_law.GPA),\n", " compute_ecdf(df_law.GPA),\n", " color=colorcet.b_glasbey_category10[1],\n", ")\n", "\n", "bokeh.io.show(bokeh.layouts.row(p_LSAT, p_GPA))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What do you notice about the bootstrapped ECDFs? Consider the approximate shape and mean. \n", "\n", "The boostrapped samples are a pretty good approximation of the overall population distribution. \n", "\n", "Now that we've shown the power of bootstrapping, let's explore some more bootstrapping methods! First we'll review pairs bootstrapping, which we learned about in class, then go into some new methods." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### How can we deal with paired data?\n", "\n", "#### Paired bootstrap\n", "\n", "Also covered in Lesson 16. See the lesson for a coding example. \n", "\n", "We use pairs bootstrapping when we have paired data, and we will often want to compute the correlation. The important thing to remember with pairs bootstrapping is that we draw a random sample of *pairs*, not 2 random samples of each array. For example, if we have paired data in 2 arrays: $\\mathbf{x} = [x_1, x_2,\\ldots, x_n]$ and $\\mathbf{y} = [y_1, y_2,\\ldots, y_n]$, we must draw the same indices from both arrays so we end up with paired samples: \n", "\n", "\\begin{align}\n", "&\\mathbf{\\hat{x}} = [x_i, x_j, x_k,\\ldots, x_n], \\text{ and}\\\\[1em] \n", "&\\mathbf{\\hat{y}} = [y_i, y_j, y_k,\\ldots, y_n].\n", "\\end{align}\n", "\n", "**Question**: Why do we have to keep pairs together to estimate correlation? What result will you likely get for the correlation if your pairs get separated?\n", "\n", "Recall that \n", "\n", "$$\\text{Corr(X, Y)} = \\frac{\\sum_{i=1}^n (x_i-\\overline{x})(y_i-\\overline{y})}{n\\sigma_x\\sigma_y}$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's explore this question with the bee sperm data set from lesson 15. It has been noted that this data showed a positive correlation between the number of dead sperm and the number of alive sperm for both control and pesticide-treated bees. We will explore the effect of unpairing data for just the control bees, and see how this affects the estimated correlation values." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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SpecimenTreatmentEnvironmentTreatmentNCSSSample IDColonyCageSampleSperm Volume per 500 ulQuantityViabilityRaw (%)QualityAge (d)InfertilAliveSpermQuantity MillionsAlive Sperm MillionsDead Sperm Millions
0227ControlCage1C2-1-12112150000215000096.726381461675696.72638114020796172.15002.0796170.070383
1228ControlCage1C2-1-22122287500228750096.349807976059596.34980814022040012.28752.2040010.083499
2229ControlCage1C2-1-3213875008750098.7598.750000140864060.08750.0864060.001094
3230ControlCage1C2-1-42141875000187500093.287420833694193.28742114017491391.87501.7491390.125861
4231ControlCage1C2-1-52151587500158750097.792506105006197.79250614015524561.58751.5524560.035044
\n", "
" ], "text/plain": [ " Specimen Treatment Environment TreatmentNCSS Sample ID Colony Cage \\\n", "0 227 Control Cage 1 C2-1-1 2 1 \n", "1 228 Control Cage 1 C2-1-2 2 1 \n", "2 229 Control Cage 1 C2-1-3 2 1 \n", "3 230 Control Cage 1 C2-1-4 2 1 \n", "4 231 Control Cage 1 C2-1-5 2 1 \n", "\n", " Sample Sperm Volume per 500 ul Quantity ViabilityRaw (%) Quality \\\n", "0 1 2150000 2150000 96.7263814616756 96.726381 \n", "1 2 2287500 2287500 96.3498079760595 96.349808 \n", "2 3 87500 87500 98.75 98.750000 \n", "3 4 1875000 1875000 93.2874208336941 93.287421 \n", "4 5 1587500 1587500 97.7925061050061 97.792506 \n", "\n", " Age (d) Infertil AliveSperm Quantity Millions Alive Sperm Millions \\\n", "0 14 0 2079617 2.1500 2.079617 \n", "1 14 0 2204001 2.2875 2.204001 \n", "2 14 0 86406 0.0875 0.086406 \n", "3 14 0 1749139 1.8750 1.749139 \n", "4 14 0 1552456 1.5875 1.552456 \n", "\n", " Dead Sperm Millions \n", "0 0.070383 \n", "1 0.083499 \n", "2 0.001094 \n", "3 0.125861 \n", "4 0.035044 " ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Load the dataset\n", "df = pd.read_csv(os.path.join(data_path, \"bee_sperm.csv\"), comment='#')\n", "df.head()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# Extract NumPy arrays (only use values greater than zero for logs)\n", "inds = (df[\"Alive Sperm Millions\"] > 0) & (df[\"Dead Sperm Millions\"] > 0)\n", "\n", "alive_ctrl = df.loc[\n", " (inds) & (df[\"Treatment\"] == \"Control\"), \"Alive Sperm Millions\"\n", "].values\n", "\n", "dead_ctrl = df.loc[\n", " (inds) & (df[\"Treatment\"] == \"Control\"), \"Dead Sperm Millions\"\n", "].values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's start by making an exploratory scatter plot of the dead sperm vs. alive sperm based on the control data, taking the log on both axes." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "20328" } }, "output_type": "display_data" } ], "source": [ "p_data = bokeh.plotting.figure(\n", " frame_width=300,\n", " frame_height=300,\n", " x_axis_label=\"Alive sperm log(millions)\",\n", " y_axis_label=\"Dead sperm log(millions)\",\n", ")\n", "log_alive_ctrl = np.log(alive_ctrl)\n", "log_dead_ctrl = np.log(dead_ctrl)\n", "p_data.circle(log_alive_ctrl, log_dead_ctrl, alpha=1)\n", "\n", "bokeh.io.show(p_data)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Based on this plot, we can see that there seems to be a positive correlation between the two variables. Now, let's move on to our bootstrapping. We will define the same functions we defined in that lesson for drawing bootstrap samples, and write a new function to calculate the bivariate covariance for each sample. To draw pairs bootstraps correctly, we should randomly select indices to be used in each bootstrapped sample, and get both the x and the y values at those indices to ensure that all samples have corresponding x and y values." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "@numba.njit\n", "def bivariate_r(x, y):\n", " \"\"\"\n", " Compute plug-in estimate for the bivariate correlation coefficient.\n", " \"\"\"\n", " return (\n", " np.sum((x - np.mean(x)) * (y - np.mean(y)))\n", " / np.std(x)\n", " / np.std(y)\n", " / np.sqrt(len(x))\n", " / np.sqrt(len(y))\n", " )\n", "\n", "@numba.njit\n", "def draw_bs_sample(data):\n", " \"\"\"Draw a bootstrap sample from a 1D data set.\"\"\"\n", " return np.random.choice(data, size=len(data))\n", "\n", "\n", "@numba.njit\n", "def draw_bs_pairs(x, y):\n", " \"\"\"Draw a pairs bootstrap sample.\"\"\"\n", " inds = np.arange(len(x))\n", " bs_inds = draw_bs_sample(inds)\n", "\n", " return x[bs_inds], y[bs_inds]\n", "\n", "@numba.njit\n", "def draw_bs_pairs_reps_bivariate(x, y, size=1):\n", " \"\"\"\n", " Draw bootstrap pairs replicates.\n", " \"\"\"\n", " out = np.empty(size)\n", "\n", " for i in range(size):\n", " out[i] = bivariate_r(*draw_bs_pairs(x, y))\n", "\n", " return out" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's also add functions that will draw bootstrap replicates incorrectly. That is, these functions will draw a random sample from each array describing a dimension of the paired data, and the resulting samples of x and y will be non-corresponding." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "@numba.njit\n", "def draw_bs_pairs_wrong(x, y):\n", " \"\"\"Draw a pairs bootstrap sample.\"\"\"\n", " \n", " bs_inds_x = draw_bs_sample(x)\n", " bs_inds_y = draw_bs_sample(y)\n", "\n", " return bs_inds_x, bs_inds_y\n", "\n", "\n", "\n", "@numba.njit\n", "def draw_bs_pairs_reps_bivariate_wrong(x, y, size=1):\n", " \"\"\"\n", " Draw bootstrap pairs replicates.\n", " \"\"\"\n", " out = np.empty(size)\n", "\n", " for i in range(size):\n", " out[i] = bivariate_r(*draw_bs_pairs_wrong(x, y))\n", "\n", " return out" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's draw replicates using both methods." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# Get reps\n", "bs_reps_ctrl = draw_bs_pairs_reps_bivariate(\n", " np.log(alive_ctrl), np.log(dead_ctrl), size=10000\n", ")\n", "\n", "bs_reps_ctrl_wrong = draw_bs_pairs_reps_bivariate_wrong(\n", " np.log(alive_ctrl), np.log(dead_ctrl), size=10000\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's plot these replicates." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[10000]},\"y\":{\"__ndarray__\":\"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Application\",\"version\":\"2.4.3\"}};\n", " const render_items = [{\"docid\":\"27e438bf-6665-4d66-bb90-cc0ba076d496\",\"root_ids\":[\"22547\"],\"roots\":{\"22547\":\"605cef9b-09df-4232-8dfb-85e9d728a3fd\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "22547" } }, "output_type": "display_data" } ], "source": [ "p_corr = bokeh.plotting.figure(\n", " width=600,\n", " height=400,\n", " x_axis_label=\"bivariate correlation coeff.\",\n", " y_axis_label=\"ECDF\",\n", ")\n", "p_corr.circle(\n", " np.sort(bs_reps_ctrl), compute_ecdf(bs_reps_ctrl), legend_label=\"Indices preserved\"\n", ")\n", "p_corr.circle(\n", " np.sort(bs_reps_ctrl_wrong),\n", " compute_ecdf(bs_reps_ctrl),\n", " color=\"tomato\",\n", " legend_label=\"Indices not preserved\",\n", ")\n", "\n", "p_corr.add_layout(p_corr.legend[0], \"right\")\n", "bokeh.io.show(p_corr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When we did not preserve indices, we got a distribution of correlation coefficients centered at 0. This tells us we did indeed lose all correlation in the data. Let's see what it actually looks like when we plot our bootstrap replicate data points." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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np.array(\n", " [draw_bs_pairs_wrong(np.log(alive_ctrl), np.log(dead_ctrl)) for i in range(10)]\n", ")\n", "\n", "ctrl_x_wrong = bs_reps_ctrl_wrong[:, 0]\n", "ctrl_y_wrong = bs_reps_ctrl_wrong[:, 1]\n", "\n", "bs_reps_ctrl = np.array(\n", " [draw_bs_pairs(np.log(alive_ctrl), np.log(dead_ctrl)) for i in range(10)]\n", ")\n", "\n", "ctrl_x = bs_reps_ctrl[:, 0]\n", "ctrl_y = bs_reps_ctrl[:, 1]\n", "\n", "p_data = bokeh.plotting.figure(\n", " frame_width=300,\n", " frame_height=300,\n", " x_axis_label=\"Alive sperm log(millions)\",\n", " y_axis_label=\"Dead sperm log(millions)\",\n", " toolbar_location='above',\n", ")\n", "for i in range(len(ctrl_x)):\n", " p_data.circle(ctrl_x[i], ctrl_y[i], alpha=0.1, legend_label=\"Indices preserved\")\n", " p_data.circle(\n", " ctrl_x_wrong[i],\n", " ctrl_y_wrong[i],\n", " alpha=0.1,\n", " color=\"tomato\",\n", " legend_label=\"Indices not preserved\",\n", " )\n", "\n", "p_data.add_layout(p_data.legend[0], \"right\")\n", "bokeh.io.show(p_data)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With even just a tiny number of bootstrap samples, we can see that we preserve the correlation in the original data when we bootstrap by index. However, we completely lose the correlation when indices are not preserved, and the resulting data makes no sense when compared to our original exploratory plot." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. BCa Confidence Intervals\n", "\n", "**Use BCa when...** your dataset is large and you expect that there are high-order effects causing errors in your estimates.\n", "\n", "The BCa confidence interval is the bias-corrected accelerated bootstrap confidence interval. This concept was introduced by Bradley Efron. The BCa interval is designed to automatically create confidence intervals that adjust for underlying higher order effects. In simple terms, it corrects for bias and skew in the distribution of bootstrap estimates. \n", "\n", "In this recitation, we will focus on the nonparametric case and show a coding example. If you want to dive into this concept even more, which I highly recommend, take a look at [Efron, \"Better Bootstrap Confidence Intervals.\" Journal of the American Statistical Association 82, no. 397 (1987): 171-85](https://doi.org/10.2307/2289144). \n", "\n", "Let's consider the *C. elegans* egg data example again. We have a dataset of repeated measurements of the areas *C. elegans* eggs. We know there is a generative distribution for this data, but we don't know what it is. We want to compute a confidence interval of the mean. For the general case, we'll call the statistic we want to estimate $\\theta$. As we know, the standard confidence interval is given by: \n", "\n", "\\begin{align}\n", "\\theta \\in [\\hat{\\theta} + \\hat{\\sigma}z^{(\\alpha)}, \\hat{\\theta} + \\hat{\\sigma}z^{(1 - \\alpha)}] \\tag{2.1}\n", "\\end{align}\n", "\n", "\n", "where $\\hat{\\theta}$ is our sample estimate of $\\theta$, $\\hat{\\sigma}$ is our estimate of the standard deviation of the distribution of $\\hat{\\theta}$, and $z^{(\\alpha)}$ is the $100 \\times \\alpha$ percentile point of a standard normal variate.\n", "\n", "This standard confidence interval (Equation 2.1) is based on taking the asymptotic normal approximation \n", "\n", "\\begin{align}\n", "(\\hat{\\theta} - \\theta)/\\hat{\\sigma} \\sim N(0, 1) \\tag{2.2}\n", "\\end{align}\n", "\n", "In our case, and in many cases, we assume there is a generative distribution, $g$, for our data. Thus, we can achieve normality and constant standard error by considering the monotone transformation $\\hat{\\phi} = g(\\hat{\\theta})$ and $\\phi = g(\\theta)$ instead of $\\hat{\\theta}$ and $\\theta$. We assume this transformation is both **normalizing** and **variance stabilizing** (defined momentarily). Through this method, we can now compute the confidence interval for $\\phi$ based on: \n", "\n", "\\begin{align}\n", "(\\hat{\\phi} - \\phi)/\\tau \\sim N(-z_0, 1) \\tag{2.3}\n", "\\end{align}\n", "\n", "where $\\tau$ is the constant standard error of $\\hat{\\phi}$ and $z_0$ is the bias constant. To get the confidence interval for $\\theta$, we take the inverse transformation $\\theta = g^{-1}(\\phi)$. The great part: all of this is achieved automatically simply through bootstrapping! We do not need to know $g$ or $z_0$.\n", "\n", "How can we improve on this? That's where BCa comes in. Like we described previously, through bootstrapping alone we are assuming the transformation $g$ is both normalizing and variance stabilizing. A [variance stabilizing transformation](https://en.wikipedia.org/wiki/Variance-stabilizing_transformation) is a transformation such that the variance is no longer related to the mean. For some distributions (ex. Binomial), the variance is dependent on the mean. A variance stabilizing transformation removes this dependence. But, since we do not know the transformation, we do not know for sure that it is variance stabilizing. In the BCa confidence interval, we only need to know that $g$ is normalizing. This makes it more accurate in many cases!\n", "\n", "The BCa incorporates some bias constant, $z_0$, and some acceleration constant, $a$, such that the BCa confidence interval is based on: \n", "\n", "\\begin{align}\n", "&(\\hat{\\phi} - \\phi)/\\tau \\sim N(-z_0\\sigma_\\phi, \\sigma_\\phi^2),\\\\[1em]\n", "&\\sigma_\\phi = 1 + a\\phi. \\tag{2.4}\n", "\\end{align}\n", "\n", "We can determine $a$ and $z_0$ by resampling our data. Here, we are considering the nonparametric case. For the nonparametric case, the acceleration constant for the mean is given by\n", "\n", "\\begin{align}\n", "a = \\frac{\\sum_i (x_i - \\bar{x})^3}{6\\left(\\sum_i (x_i - \\bar{x})^2\\right)^{3/2}}.\n", "\\tag{2.5}\n", "\\end{align}\n", "\n", "We can compute $z_0$ from our bootstrap replicates. The bias-correction constant, $z_0$, is: \n", "\n", "\\begin{align}\n", "z_0 = \\phi^{-1}(\\hat{G}(\\hat{\\theta}))\n", "\\tag{2.6}\n", "\\end{align}\n", "\n", "From the plug-in principle, we know that for the nonparametric case we can approximate the CDF $\\hat{G}(\\hat{\\theta})$ as the ECDF of our bootstrap replicates. So, $\\phi^{-1}(\\hat{G}(\\hat{\\theta}))$ is given by the inverse ECDF of our bootstrap replicates. \n", "\n", "This may all be a little confusing now, so let's practice with the worm egg example! I will review how to compute each parameter as we go.\n", "\n", "Let's load in our worm egg area dataset, digitized from [Harvey and Orbidans's 2011 PLoS One paper](https://doi.org/10.1371/journal.pone.0025840)." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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foodarea (sq. um)
0high1683
1high2061
2high1792
3high1852
4high2091
\n", "
" ], "text/plain": [ " food area (sq. um)\n", "0 high 1683\n", "1 high 2061\n", "2 high 1792\n", "3 high 1852\n", "4 high 2091" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_worms = pd.read_csv(os.path.join(data_path, 'c_elegans_egg_xa.csv'), comment='#')\n", "df_worms.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And we show an ECDF to get a feel for the data." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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(sq. um)\", cats=\"food\")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It looks like worms that received more food have smaller eggs. Any hypotheses for why that may be the case?\n", "\n", "We'll convert the data we're interested in into arrays, separated by how much food the worms received:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "fed_worms = df_worms.loc[df_worms['food'] == 'high']['area (sq. um)'].values\n", "hungry_worms = df_worms.loc[df_worms['food'] == 'low']['area (sq. um)'].values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can first calculate the confidence intervals using the standard bootstrapping method. " ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "def bootstrap_replicates(data, n_reps=1000, statfunction=np.mean):\n", " \"\"\"Computes n_reps number of bootstrap replicates for \n", " given data and statistical function\"\"\"\n", " boot_reps = np.empty(n_reps)\n", " for i in range(n_reps):\n", " boot_reps[i] = statfunction(draw_bs_sample(data))\n", " return boot_reps" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fed worms mean egg area 95% C.I.: [1785.29034091 1857.72954545]\n", "Hungry worms mean egg area 95% C.I.: [2054.77807018 2131.94780702]\n" ] } ], "source": [ "fed_bs_reps = bootstrap_replicates(fed_worms)\n", "hungry_bs_reps = bootstrap_replicates(hungry_worms)\n", "\n", "fed_ci = np.percentile(fed_bs_reps, [2.5, 97.5])\n", "hungry_ci = np.percentile(hungry_bs_reps, [2.5, 97.5])\n", "\n", "print(f\"Fed worms mean egg area 95% C.I.: {fed_ci}\")\n", "print(f\"Hungry worms mean egg area 95% C.I.: {hungry_ci}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we write some helper functions to calculate the parameters for the BCa interval. We will combine them in our main function, `compute_bca_ci()`.\n", "\n", "To compute a, we defined a function to compute jackknife replicates, which takes in samples of the original data and calculates the test statistic of interest. Specifically, it loops over a dataset and calculates the leave one out (LOO) test statistic when each observation is removed. Here, we are interested in finding the mean, so we set `statfunction` as `np.mean`. We also have a function for calculating z by computing the inverse normal CDF." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "# Define \"statfunction\" as the function we want to apply to the replicates.\n", "\n", "\n", "def compute_jackknife_reps(data, statfunction=np.mean):\n", " \"\"\"Returns jackknife resampled replicates for \n", " the given data and statistical function\"\"\"\n", " # Set up empty array to store jackknife replicates\n", " jack_reps = np.empty(len(data))\n", "\n", " # For each observation in the dataset, compute the statistical function on the sample\n", " # with that observation removed\n", " for i in range(len(data)):\n", " jack_sample = np.delete(data, i)\n", " jack_reps[i] = statfunction(jack_sample)\n", " return jack_reps\n", "\n", "\n", "def compute_a(jack_reps):\n", " \"\"\"Returns the acceleration constant a\"\"\"\n", " mean = np.mean(jack_reps)\n", " return (1 / 6) * np.divide(\n", " np.sum(mean - jack_reps) ** 3, (np.sum(mean - jack_reps) ** 2) ** (3 / 2)\n", " )\n", "\n", "\n", "def compute_z0(data, boot_reps, statfunction=np.mean):\n", " \"\"\"Computes z0 for given data and statistical function\"\"\"\n", " s = statfunction(data)\n", " return st.norm.ppf(np.sum(boot_reps < s) / len(boot_reps))\n", "\n", "\n", "def compute_bca_ci(data, alpha_level, n_reps=1000, statfunction=np.mean):\n", " \"\"\"Returns BCa confidence interval for given data at given alpha level\"\"\"\n", " # Compute bootstrap and jackknife replicates\n", " boot_reps = bootstrap_replicates(data, n_reps, statfunction)\n", " jack_reps = compute_jackknife_reps(data, statfunction)\n", "\n", " # Compute a and z0\n", " a = compute_a(jack_reps)\n", " z0 = compute_z0(data, boot_reps, statfunction)\n", "\n", " # Compute confidence interval indices\n", " alphas = np.array([alpha_level / 2.0, 1 - alpha_level / 2.0])\n", " zs = z0 + st.norm.ppf(alphas).reshape(alphas.shape + (1,) * z0.ndim)\n", " avals = st.norm.cdf(z0 + zs / (1 - a * zs))\n", " ints = np.round((len(boot_reps) - 1) * avals)\n", " ints = np.nan_to_num(ints).astype(\"int\")\n", "\n", " # Compute confidence interval\n", " boot_reps = np.sort(boot_reps)\n", " ci_low = boot_reps[ints[0]]\n", " ci_high = boot_reps[ints[1]]\n", " return (ci_low, ci_high)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now compute the BCa confidence intervals." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fed worms mean egg area 95% C.I.: (1791.1818181818182, 1871.9318181818182)\n", "Hungry worms mean egg area 95% C.I.: (2065.4210526315787, 2150.3508771929824)\n" ] } ], "source": [ "print(f\"Fed worms mean egg area 95% C.I.: {compute_bca_ci(fed_worms, 0.05)}\")\n", "print(f\"Hungry worms mean egg area 95% C.I.: {compute_bca_ci(hungry_worms, 0.05)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Comparing the BCa and the standard bootstrap confidence intervals, we can see that the BCa confidence intervals are wider, especially on the right side. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Studentized Bootstrap\n", "\n", "**Use the Studentized Bootstrap when...** your dataset is small and you know that there is a large amount of measurements you are missing.\n", "\n", "The Studentized bootstrap error aims to reduce coverage error of our resampling. It is a good idea to use Studentized bootstrapping to approximate your statistic of interest when you suspect the distribution of your sample may not be close to the actual population distribution. The Studentized bootstrapping method works because even when this is the case, the distribution of the sample statistic divided by estimated standard error could be close to the actual population statistic divided by the population standard error. This the same principle employed in the Student-t test. \n", "\n", "The Studentized bootstrap involves taking inner and outer bootstrap samples. The algorithm is as follows:\n", "\n", "1. Compute $\\hat{\\theta}$, the sample test statistic\n", "2. A large number of times (number of reps ≈1000), draw a bootstrap sample. Call this the outer sample:\n", " 1. Compute the statistical functional on the sample\n", " 2. Resample your bootstrap sample ≈50 to 100 times. Call this the inner sample. Compute the statistical functional from the inner sample.\n", " 3. For your inner sample replicates, compute the standard deviation\n", "3. Compute your statistic of interest from your replicates: t = (outer sample replicates) / (standard deviation of the inner sample replicates)\n", "4. Compute `s` = standard deviation of your outer sample replicates\n", "3. Multiply `t` by `s`\n", "5. Compute the confidence interval from the $\\alpha/2$ and $(1 - \\alpha)/2$ percentiles of `t * s`.\n", "\n", "\n", "Let's try this out on a dataset of the repair times of landline phones in New York City. The New York Public Utilities Commission monitors the response time for repairing landline phones in the state, and repair times are dependent on the time of year, type of repair, and geographical location. The data here are for one class of repairs at one time period for a specific Incumbent Local Exchange Carrier, which is a telephone company which once held the regional monopoly on landline service. \n", "\n", "This times come from a particular time and region of New York City, so we expect them to not be representative of the population of all phone repair times ever recorded in New York City. First, we read in the data (which I obtained from the online textbook for UC Berkeley's Data 100 class found [here](https://www.textbook.ds100.org/))." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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Msmb9LXePx9HzjwLybo/1eVVLq3l5D/+cmu6O4TbPzRQiXypzeg/4r7YgMWD2D9XtZptyBbUP27KoygIteg/W1AKw3Pwuj+YWUZJ3Be7P1QiX2ozTuw/I+TKJvxm7T8Q63eLioTtP5z2QjPNte0/wmkvNNNc6z/C6nX+9T7pP0tnH8wuMOk/c+jm3Bs16T8j5le7QSvpP61iAYl6HOk/1OPImWch6T+F4Tl4jRfpP15gcmegEuk/Nt+qVrMN6T/n3Bs12QPpP79bVCTs/ug/mNqME//56D9wWcUCEvXoPyFXNuE36+g/+tVu0Erm6D/SVKe/XeHoP4NSGJ6D1+g/DM/Ba7zI6D/lTfpaz8PoP73MMkrivug/H8gUBy6r6D/3Rk32QKboP6hEvtRmnOg/gcP2w3mX6D8KQKCRsojoP0S6uj0RcOg/9bcrHDdm6D8cOfMsJGvoP802ZAtKYeg/V7MN2YJS6D8IsX63qEjoP2msYHT0NOg/8ygKQi0m6D/Lp0IxQCHoP6MmeyBTHOg/fKWzD2YX6D/eoJXMsQPoPwUiXd2eCOg/j54Gq9f55z9nHT+a6vTnP/CZ6Gcj5uc/GBuweBDr5z/JGCFXNuHnP3oWkjVc1+c/oZdZRknc5z8qFAMUgs3nP1KVyiRv0uc/tJCs4bq+5z+MD+XQzbnnP+4Kx40Zpuc/FoyOngar5z89DVav86/nP8aJ/3wsoec/UAapSmWS5z93h3BbUpfnPyiF4Tl4jec/sQGLB7F+5z/ZglIYnoPnP8T63aIiYec//nT4ToFI5z/X8zA+lEPnP8JrvMgYIec/6eyD2QUm5z8Rbkvq8irnP3NpLac+F+c/JGeehWQN5z+t40dTnf7mP9RkD2SKA+c/hWKAQrD55j9e4bgxw/TmP+ddYv/75eY/cNoLzTTX5j+YW9PdIdzmP6tUJnmTvuY/W1KXV7m05j8MUAg236rmPzTRz0bMr+Y/vU15FAWh5j9uS+ryKpfmP0fKIuI9kuY/98eTwGOI5j8fSVvRUI3mP6jFBJ+JfuY/gUQ9jpx55j8yQq5swm/mP0Q7AQg0UuY/bLzIGCFX5j8vs4ySuC/mP1c0VKOlNOY/frUbtJI55j+Rrm5PBBzmP7kvNmDxIOY/86lQDFAI5j98JvrZiPnlPy0ka7iu7+U/VaUyyZv05T+2oBSG5+DlP94h3JbU5eU/BaOjp8Hq5T9nnoVkDdflP0AdvlMg0uU/8BovMkbI5T8YnPZCM83lP8mZZyFZw+U/epfY/3655T8rlUnepK/lP9ySurzKpeU/AxSCzbeq5T+MkCub8JvlPxYN1WgpjeU/PY6ceRaS5T9Qh+8UiHTlP3cItyV1eeU/n4l+NmJ+5T8oBigEm2/lP7KC0dHTYOU/2QOZ4sBl5T8TfrOOH03lP+z8630ySOU/dXmVS2s55T/XdHcItyXlP/71PhmkKuU/YPEg1u8W5T+Icujm3BvlPxHvkbQVDeU/OXBZxQIS5T/C7AKTOwPlP0tprGB09OQ//GYdP5rq5D824Tfr+NHkP3FbUpdXueQ/mNwZqES+5D/AXeG4McPkP0naioZqtOQ/NFIWEe+R5D9c090h3JbkP+VPh+8UiOQ/+EjaioZq5D8fyqGbc2/kP1lEvEfSVuQ/uz+eBB5D5D/jwGUVC0jkPwpCLSb4TOQ/9bm4sHwq5D8dO4DBaS/kP0S8R9JWNOQ/prcpj6Ig5D8IswtM7gzkP+AxRDsBCOQ/aq7tCDr54z/Lqc/FheXjP1UmeZO+1uM/fKdApKvb4z8GJOpx5MzjPy2lsYLR0eM/3qIiYffH4z+2IVtQCsPjP0CeBB5DtOM/Zx/MLjC54z+PoJM/Hb7jP/GbdfxoquM/yRqu63ul4z+hmebajqDjP3oYH8qhm+M/3BMBh+2H4z8DlciX2ozjPysWkKjHkeM/UpdXubSW4z/uDFQiX2rjPxaOGzNMb+M/PQ/jQzl04z9lkKpUJnnjP3iJ/e+XW+M/nwrFAIVg4z8BBqe90EzjP9mE36zjR+M/ioJQiwk+4z/sfTJIVSrjPxT/+VhCL+M/O4DBaS804z91+tsVjhvjP517oyZ7IOM/r3T2wewC4z/X9b3S2QfjP/92hePGDOM/JvhM9LMR4z9OeRQFoRbjP2ByZ6AS+eI/iPMusf/94j/q7hBuS+riPyRpKxqq0eI/S+ryKpfW4j9za7o7hNviP5vsgUxx4OI/1Wac+M/H4j/852MJvcziP63l1OfiwuI/51/vk0Gq4j8P4bakLq/iPzZifrUbtOI/XuNFxgi54j9x3JhhepviP5hdYHJnoOI/wN4ng1Sl4j+D1ev8633iP6tWsw3ZguI/0td6HsaH4j/6WEIvs4ziP+XQzbk3auI/DVKVyiRv4j+Wzj6YXWDiP/jJIFWpTOI/H0voZZZR4j+BRsoi4j3iP6nHkTPPQuI/0EhZRLxH4j+7wOTOQCXiP+NBrN8tKuI/CsNz8Bov4j8dvMaLjBHiP0U9jpx5FuI/bL5VrWYb4j/OuTdqsgfiP1c24Tfr+OE/f7eoSNj94T+mOHBZxQLiP5Gw++NJ4OE/uTHD9Dbl4T/gsooFJOrhPwg0UhYR7+E/MLUZJ/7z4T8bLaWxgtHhP0KubMJv1uE/ai8001zb4T+kqU5/u8LhP8wqFpCox+E/86vdoJXM4T8tJvhM9LPhP1Wnv13huOE/3iNpKxqq4T9AH0voZZbhP2egEvlSm+E/AxYPYv1u4T8rl9Zy6nPhP1MYnoPXeOE/eApEuro94T+fiwvLp0LhP8cM09uUR+E/7o2a7IFM4T8WD2L9blHhP4oDl1UsIOE/soReZhkl4T/aBSZ3BirhPwGH7YfzLuE/7P54EngM4T8UgEAjZRHhPzsBCDRSFuE///fLrenu4D8meZO+1vPgP076Ws/D+OA/dXsi4LD94D/qb1c4bszgPxHxHklb0eA/OXLmWUjW4D/C7o8ngcfgP0xrOfW5uOA/XmSMkCub4D+G5VOhGKDgP61mG7IFpeA/1efiwvKp4D/8aKrT367gPw9i/W5RkeA/SdwXG7B44D9xXd8rnX3gP9NYwejoaeA/+tmI+dVu4D8iW1AKw3PgP1zVarYhW+A/5VEUhFpM4D8N09uUR1HgP77QTHNtR+A/+EpnH8wu4D8fzC4wuTPgP0dN9kCmOOA/b869UZM94D+WT4VigELgP6lI2P3xJOA/WkZJ3Bcb4D+BxxDtBCDgP7tBK5ljB+A/48LyqVAM4D8KRLq6PRHgP5TAY4h2AuA/TXNtR9DJ3z+cdfxoqtPfP/5w3iX2v98/cmUTfrOO3z/BZ6KfjZjfPxBqMcFnot8/X2zA4kGs3z/UYPU6/3rfPyNjhFzZhN8/hV5mGSVx3z/mWUjWcF3fPzZc1/dKZ98/SFUqk7xJ3z+XV7m0llPfP6pQDFAINt8/+VKbceI/3z9tR9DJnw7fP71JX+t5GN8/DEzuDFQi3z8xPpRDN+feP4BAI2UR8d4/z0Kyhuv63j+TOXYAg9PeP+I7BSJd3d4/RDfn3qjJ3j9WMDp6GqzePwcuq1hAot4/uCscN2aY3j8sIFGPI2feP3si4LD9cN4/yyRv0td63j8aJ/7zsYTePz8ZpCqVSd4/jhszTG9T3j+hFIbn4DXeP/AWFQm7P94/UhL3xQYs3j9kC0pheA7eP7MN2YJSGN4/if3vl1vT3T/Z/365Nd3dPygCDtsP590/dwSd/Onw3T/GBiwexPrdP5z2QjPNtd0/6/jRVKe/3T/+8STwGKLdP030sxHzq90/EOt3i4qE3T9g7QatZI7dP3LmWUjWcN0/l9j/frk13T/n2o6gkz/dPzbdHcJtSd0/+dPhOwUi3T8MzTTXdgTdP1vPw/hQDt0/gMFpLzTT3D/Pw/hQDt3cPx7Gh3Lo5tw/bsgWlMLw3D+9yqW1nPrcP+K8S+x/v9w/RLgtqcur3D+TurzKpbXcPwev8SJjhNw/VrGARD2O3D+4rGIBiXrcP1KTPZApDtw/d4XjxgzT2z/Gh3Lo5tzbPxWKAQrB5ts/ZIyQK5vw2z8og1SlMsnbP9Rigs9EP7s/uK7vlc4+6D8DkzsDlcjnP58IOGw/nOc/7Hulsw9m5z9Nd4dwW1LnP3X4ToFIV+c/YHDaC8005z+WzLEDGJzmP+I/H0voZeY/kz2QKQ5c5j/gsP1w3iXmP+6LDVg8iOU/AYVg861q5T/qbcqjKAjlP4NUpTLJm+Q/KIduzr1R4z/reRgfyqHbP011+tsVjts/YG5Nd4dw2z+vcNyYYXrbP3JnoBL5Uts/Nl5kjJAr2z/nW9VqtiHbP6pSmeRN+to/+VQoBigE2z9JV7cnAg7bP71L7H+/3No/DE57oZnm2j/QRD8bMb/aP+I9kraiodo/aSsaqtFS2j+4LanLq1zaPwcwOO2FZto/VzLHDmBw2j+mNFYwOnraP/U25VEUhNo/yyb8Zh0/2j+hFhN8JvrZP/AYop0ABNo/Pxsxv9oN2j+OHcDgtBfaP2UN1/W90tk/tA9mF5jc2T/GCLmyCb/ZPxULSNTjyNk/iv98LKGX2T/ZAQxOe6HZPygEm29Vq9k/O/3tCseN2T9N9kCmOHDZP5z4z8cSetk/7Ppe6eyD2T/+87GEXmbZPyPmV7tBK9k/c+jm3Bs12T/C6nX+9T7ZPxHtBCDQSNk/YO+TQapS2T8236pWsw3ZP4XhOXiNF9k/1OPImWch2T9J2P3xJPDYP5jajBP/+dg/59wbNdkD2T9b0VCNltLYP27KoygItdg/vcwySuK+2D/QxYXlU6HYPx/IFAcuq9g/McFnop+N2D+Bw/bDeZfYP5O8SV/redg/prWc+lxc2D/1tyscN2bYP3ylsw9mF9g/y6dCMUAh2D8aqtFSGivYP4+eBqvX+dc/3qCVzLED2D8toyTuiw3YP2WOHcDgtNc/tJCs4bq+1z8DkzsDlcjXP1KVyiRv0tc/oZdZRknc1z/wmehnI+bX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pd.read_csv(os.path.join(data_path, \"ilec.csv\"))\n", "\n", "p = iqplot.ecdf(data=df_times, q=\"17.5\", x_axis_label=\"Phone Repair Times\")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that the distribution is heavily positively skewed, making this a good dataset from which to draw studentized boostrap replicates. For computing the confidence intervals of the means, we'll want to convert the data of interest into arrays, and take a look at the sample mean:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mean average repair time: 8.406145520144317 hours\n" ] } ], "source": [ "times = np.array(df_times[\"17.5\"])\n", "print(f\"Mean average repair time: {np.mean(times)} hours\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we'll employ the Studentized bootstrap to compute the confidence interval of the average landline repair time." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "def studentized_bootstrap_ci(\n", " data,\n", " statfunction=np.mean,\n", " n_bs_samples=1000,\n", " n_inner_samples=100,\n", " ptiles=(2.5, 97.5),\n", "):\n", "\n", " thetas = np.empty(n_bs_samples)\n", " ts = np.empty(n_bs_samples)\n", "\n", " # Outer sample (regular bootstrap sample)\n", " for i in range(n_bs_samples):\n", " sample = draw_bs_sample(data)\n", " theta = statfunction(sample)\n", " thetas[i] = theta\n", "\n", " # Inner sample\n", " resample_stats = np.empty(n_inner_samples)\n", " for j in range(n_inner_samples):\n", " resample = draw_bs_sample(sample)\n", " resample_stats[j] = statfunction(resample)\n", "\n", " # Compute statistic of interest\n", " ts[i] = np.sum(resample_stats - theta) / np.std(resample_stats)\n", "\n", " ts = np.sort(ts)\n", " s = np.std(thetas)\n", "\n", " p1, p2 = np.percentile(s * ts, ptiles)\n", " ci_high = np.mean(data) - (s * p1)\n", " ci_low = np.mean(data) - (s * p2)\n", "\n", " # Return the confidence interval\n", " return (ci_low, ci_high)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To time small processes, I use the `timeit` module, which has a method called `default_timer()` that initializes a timer in seconds when called. The time is constantly counting up, and you can store the time at any given instant in a variable. " ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Average Repair Time 95% C.I.: (5.7803879780637235, 11.073870482620665)\n" ] } ], "source": [ "# Get the start time before the computation\n", "start = timeit.default_timer()\n", "studentized_ci = studentized_bootstrap_ci(times)\n", "\n", "# Get the end time after\n", "end = timeit.default_timer()\n", "\n", "print(f\"Average Repair Time 95% C.I.: {studentized_ci}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We check how long the computation took for 1000 outer bootstrap samples and 100 inner samples. We will also compare this to the time required to get 1000 bootstrap replicates using the percentile method. The studentized method is longer both because of the inner samples and the computations themselves. " ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Studentized confidence interval took 2.3298009399999984 seconds to run.\n" ] } ], "source": [ "print(f\"Studentized confidence interval took {end-start} seconds to run.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For comparison, we can compute the non-Studentized confidence intervals." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Average Repair Time 95% C.I.: [7.72853668 9.18253743]\n" ] } ], "source": [ "@numba.njit\n", "def draw_bs_reps_mean(data, size=1):\n", " \"\"\"Draw boostrap replicates of the mean from 1D data set.\"\"\"\n", " out = np.empty(size)\n", " for i in range(size):\n", " out[i] = np.mean(draw_bs_sample(data))\n", " return out\n", "\n", "# Get the start time before the computation\n", "start = timeit.default_timer()\n", "times_bs = draw_bs_reps_mean(times, size=N)\n", "times_ci = np.percentile(times_bs, [2.5, 97.5])\n", "\n", "# Get the end time after\n", "end = timeit.default_timer()\n", "\n", "print(f\"Average Repair Time 95% C.I.: {times_ci}\")" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Percentile confidence interval took 0.14489769899999771 seconds to run.\n" ] } ], "source": [ "print(f\"Percentile confidence interval took {end-start} seconds to run.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The non-Studentized confidence interval is smaller, and we can more easily see the difference in the following plot. We also note that the studentized computation takes longer than the percentile bootstrap even with just 1000 bootstrap samples. " ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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np.mean(times),\n", " \"conf_int\": times_ci,\n", " \"label\": \"percentile\",\n", "}\n", "studentized_dict = {\n", " \"estimate\": np.mean(times),\n", " \"conf_int\": studentized_ci,\n", " \"label\": \"studentized\",\n", "}\n", "\n", "kwargs = {\n", " \"title\": \"95% Confidence Intervals\",\n", " \"x_axis_label\": \"Average Phone Repair Time (hours)\",\n", "}\n", "\n", "p = bebi103.viz.confints(\n", " [percentile_dict, studentized_dict],\n", " palette=colorcet.b_glasbey_category10[0],\n", " **kwargs\n", ")\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Studentized confidence intervals are most useful for very small datasets (so less likely to be representative of the population) or datasets that are highly skewed. The extra (inner) sampling attempts to correct for the lack of information with a more rigorous treatment. \n", "\n", "The main drawback is that it takes much longer than the percentile bootstrapping method. For datasets that are not skewed or very small, the two methods should give approximately equal confidence intervals. If you like, you can repeat this analysis on the bees and pesticides data in lesson 16. This sample distribution is closer to the population distribution, so the two methods give similar confidence intervals. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Computing environment" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Python implementation: CPython\n", "Python version : 3.9.13\n", "IPython version : 7.31.1\n", "\n", "numpy : 1.21.5\n", "scipy : 1.7.3\n", "numba : 0.55.1\n", "bokeh : 2.4.3\n", "iqplot : 0.3.2\n", "bebi103 : 0.1.13\n", "colorcet : 3.0.0\n", "jupyterlab: 3.4.4\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -v -p numpy,scipy,numba,bokeh,iqplot,bebi103,colorcet,jupyterlab" ] } ], "metadata": { "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": "3.11.4" } }, "nbformat": 4, "nbformat_minor": 4 }