{ "cells": [ { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "## Method of Moment Estimation\n", "\n", "**Functions**\n", "\n", "`DataFrame.mean`, `DatFrame.sum`, `plt.subplots`, `plt.plot`, `stats.kurtosis`, `stats.skewness`\n", "\n", "### Exercise 16\n", "Estimate the mean, variance, skewness and kurtosis of the S&P 500 and Hang Seng using\n", "the method of moments using monthly data." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:38.306623Z", "iopub.status.busy": "2023-09-28T12:33:38.305623Z", "iopub.status.idle": "2023-09-28T12:33:39.187514Z", "shell.execute_reply": "2023-09-28T12:33:39.187514Z" }, "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "# Read the data\n", "import pandas as pd\n", "\n", "monthly_hsi = pd.read_hdf(\"data/equity-indices.h5\", \"monthly_hsi\")\n", "monthly_sp500 = pd.read_hdf(\"data/equity-indices.h5\", \"monthly_sp500\")\n", "\n", "sp500 = 100 * monthly_sp500.Close.pct_change().dropna()\n", "hsi = 100 * monthly_hsi.Close.pct_change().dropna()" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:39.191583Z", "iopub.status.busy": "2023-09-28T12:33:39.191521Z", "iopub.status.idle": "2023-09-28T12:33:39.201500Z", "shell.execute_reply": "2023-09-28T12:33:39.201500Z" }, "pycharm": { "is_executing": false, "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "mean 0.874581\n", "var 54.289172\n", "skewness -0.449607\n", "kurtosis 7.759759\n", "dtype: float64" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hsi_mu = hsi.mean()\n", "hsi_err = hsi - hsi_mu\n", "hsi_var = (hsi_err**2).mean()\n", "hsi_mom3 = (hsi_err**3).mean()\n", "hsi_mom4 = (hsi_err**4).mean()\n", "hsi_skew = hsi_mom3 / hsi_var ** (3 / 2)\n", "hsi_kurt = hsi_mom4 / hsi_var ** (4 / 2)\n", "hsi_stats = pd.Series(\n", " [hsi_mu, hsi_var, hsi_skew, hsi_kurt], index=[\"mean\", \"var\", \"skewness\", \"kurtosis\"]\n", ")\n", "hsi_stats" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:39.201500Z", "iopub.status.busy": "2023-09-28T12:33:39.201500Z", "iopub.status.idle": "2023-09-28T12:33:39.212426Z", "shell.execute_reply": "2023-09-28T12:33:39.212426Z" }, "pycharm": { "is_executing": false, "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "mean 0.705218\n", "var 16.893861\n", "skewness -0.432615\n", "kurtosis 4.737685\n", "dtype: float64" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sp500_mu = sp500.mean()\n", "sp500_err = sp500 - sp500_mu\n", "sp500_var = (sp500_err**2).mean()\n", "sp500_mom3 = (sp500_err**3).mean()\n", "sp500_mom4 = (sp500_err**4).mean()\n", "sp500_skew = sp500_mom3 / sp500_var ** (3 / 2)\n", "sp500_kurt = sp500_mom4 / sp500_var ** (4 / 2)\n", "sp500_stats = pd.Series(\n", " [sp500_mu, sp500_var, sp500_skew, sp500_kurt],\n", " index=[\"mean\", \"var\", \"skewness\", \"kurtosis\"],\n", ")\n", "sp500_stats" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exercise 17\n", "Estimate the asymptotic covariance of the mean and variance of the two series (separately,\n", "but not the skewness and kurtosis). " ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:39.212426Z", "iopub.status.busy": "2023-09-28T12:33:39.212426Z", "iopub.status.idle": "2023-09-28T12:33:39.236166Z", "shell.execute_reply": "2023-09-28T12:33:39.236166Z" }, "pycharm": { "is_executing": false, "name": "#%%\n" } }, "outputs": [ { "data": { "text/html": [ "
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meanvar
mean16.893861-30.039672
var-30.0396721066.744624
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" ], "text/plain": [ " mean var\n", "mean 16.893861 -30.039672\n", "var -30.039672 1066.744624" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "errors = pd.DataFrame(\n", " {\"mean\": sp500_err, \"var\": sp500_err**2 - sp500_var}, index=sp500.index\n", ")\n", "nobs = errors.shape[0]\n", "\n", "sp500_acov = errors.T @ errors / nobs\n", "sp500_acov" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:39.238682Z", "iopub.status.busy": "2023-09-28T12:33:39.238682Z", "iopub.status.idle": "2023-09-28T12:33:39.247629Z", "shell.execute_reply": "2023-09-28T12:33:39.247629Z" }, "pycharm": { "is_executing": false, "name": "#%%\n" } }, "outputs": [ { "data": { "text/html": [ "
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meanvar
mean54.289172-179.846709
var-179.84670919923.134032
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" ], "text/plain": [ " mean var\n", "mean 54.289172 -179.846709\n", "var -179.846709 19923.134032" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "errors = pd.DataFrame({\"mean\": hsi_err, \"var\": hsi_err**2 - hsi_var}, index=hsi.index)\n", "nobs = errors.shape[0]\n", "\n", "hsi_acov = errors.T @ errors / nobs\n", "hsi_acov" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exercise 18\n", "Estimate the Sharpe ratio of the two series and compute the asymptotic variance of\n", "the Sharpe ratio. See Chapter 2 of the notes for more on this problem.\n", "\n", "\n", "The asymptotic variance is computed as \n", "\n", "$$ D \\Sigma D^\\prime$$\n", "\n", "where\n", "\n", "$$ D = [\\sigma^{-1}, -1/2 \\mu \\sigma^{-3} ] $$\n", "\n", "and $\\Sigma$ is the asymptotic covariance of the mean and variance. Finally, we\n", "divide by $n$ the sample size when computing the statistic variance. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:39.247629Z", "iopub.status.busy": "2023-09-28T12:33:39.247629Z", "iopub.status.idle": "2023-09-28T12:33:39.262021Z", "shell.execute_reply": "2023-09-28T12:33:39.262021Z" }, "pycharm": { "is_executing": false, "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The SR for the S&P 500 is 0.17157692389802914\n" ] }, { "data": { "text/plain": [ "Sharpe Ratio 0.171577\n", "SR T-stat 3.240534\n", "dtype: float64" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import numpy as np\n", "\n", "sr = sp500_mu / np.sqrt(sp500_var)\n", "print(f\"The SR for the S&P 500 is {sr}\")\n", "\n", "d = np.array([[sp500_var ** (-1 / 2), sp500_mu * -1 / 2 * sp500_var ** (-3 / 2)]])\n", "avar = np.squeeze(d @ sp500_acov @ d.T)\n", "\n", "sr_var = avar / nobs\n", "sr_std = np.sqrt(sr_var)\n", "sr_tstat = sr / sr_std\n", "\n", "pd.Series({\"Sharpe Ratio\": sr, \"SR T-stat\": sr_tstat})" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:39.262021Z", "iopub.status.busy": "2023-09-28T12:33:39.262021Z", "iopub.status.idle": "2023-09-28T12:33:39.274389Z", "shell.execute_reply": "2023-09-28T12:33:39.274389Z" }, "pycharm": { "is_executing": false, "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The SR for the Hang Seng is 0.11869795444582502\n" ] }, { "data": { "text/plain": [ "Sharpe Ratio 0.118698\n", "SR T-stat 2.267232\n", "dtype: float64" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sr = hsi_mu / np.sqrt(hsi_var)\n", "print(f\"The SR for the Hang Seng is {sr}\")\n", "\n", "d = np.array([[hsi_var ** (-1 / 2), hsi_mu * -1 / 2 * hsi_var ** (-3 / 2)]])\n", "avar = np.squeeze(d @ hsi_acov @ d.T)\n", "\n", "sr_var = avar / nobs\n", "sr_std = np.sqrt(sr_var)\n", "sr_tstat = sr / sr_std\n", "\n", "pd.Series({\"Sharpe Ratio\": sr, \"SR T-stat\": sr_tstat})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Exercise 19\n", "Plot rolling estimates of the four moments using 120 months of consecutive data using a\n", "4 by 1 subplot against the dates.\n", "\n", "The simple approach to this problem uses a loop across 120, 121, ..., $n$ and computes\n", "the statistics using 120 observations. The figure is then created with a call to `plt.subplots`\n", "and the series can be directly plotted by calling `ax.plot`.\n", "\n", "The pandas-centric approach uses teh `rolling` method to compute rolling statistics and\n", "then uses `.plot.line` with `subplots=True` to produce the plot." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:39.274389Z", "iopub.status.busy": "2023-09-28T12:33:39.274389Z", "iopub.status.idle": "2023-09-28T12:33:40.472308Z", "shell.execute_reply": "2023-09-28T12:33:40.472308Z" }, "pycharm": { "is_executing": false, "name": "#%%\n" } }, "outputs": [ { "data": { "text/html": [ "
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Ann MeanAnn StdSkewnessKurtosis
Date
1960-02-2912.60815412.093508-0.1847242.457393
1960-03-3112.60015712.093569-0.1841492.457202
1960-04-3012.42051712.116337-0.1730502.437676
1960-05-3111.85773112.114036-0.1415982.430594
1960-06-3011.66969112.072906-0.1376132.452505
\n", "
" ], "text/plain": [ " Ann Mean Ann Std Skewness Kurtosis\n", "Date \n", "1960-02-29 12.608154 12.093508 -0.184724 2.457393\n", "1960-03-31 12.600157 12.093569 -0.184149 2.457202\n", "1960-04-30 12.420517 12.116337 -0.173050 2.437676\n", "1960-05-31 11.857731 12.114036 -0.141598 2.430594\n", "1960-06-30 11.669691 12.072906 -0.137613 2.452505" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from scipy import stats\n", "\n", "nobs = sp500.shape[0]\n", "rolling_stats = np.zeros((nobs, 4))\n", "for i in range(120, nobs):\n", " sample = sp500.iloc[i - 120 : i]\n", " mean = sample.mean()\n", " errors = sample - mean\n", " rolling_stats[i, 0] = 12 * mean\n", " var = (errors**2).mean()\n", " rolling_stats[i, 1] = np.sqrt(12) * np.sqrt(var)\n", " mom3 = (errors**3).mean()\n", " mom4 = (errors**4).mean()\n", " rolling_stats[i, 2] = mom3 / var ** (3 / 2)\n", " rolling_stats[i, 3] = mom4 / var ** (4 / 2)\n", "\n", "rolling_stats[:120] = np.nan\n", "rolling_stats = pd.DataFrame(\n", " rolling_stats,\n", " columns=[\"Ann Mean\", \"Ann Std\", \"Skewness\", \"Kurtosis\"],\n", " index=sp500.index,\n", ")\n", "\n", "rolling_stats = rolling_stats.dropna()\n", "rolling_stats.head()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:40.475512Z", "iopub.status.busy": "2023-09-28T12:33:40.475512Z", "iopub.status.idle": "2023-09-28T12:33:42.558861Z", "shell.execute_reply": "2023-09-28T12:33:42.557851Z" }, "pycharm": { "is_executing": false, "name": "#%%\n" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "from pandas.plotting import register_matplotlib_converters\n", "\n", "register_matplotlib_converters()\n", "\n", "sns.set_style(\"darkgrid\")\n", "plt.rc(\"figure\", figsize=(16, 6)) # Improve figure size\n", "plt.rc(\"font\", size=14) # Improve font size\n", "colors = sns.color_palette()\n", "\n", "fig, ax = plt.subplots(4, 1)\n", "dates = rolling_stats.index\n", "xlim = (dates[0], dates[-1])\n", "\n", "ax[0].plot(dates, rolling_stats[\"Ann Mean\"], color=colors[0])\n", "ax[0].set_title(\"Ann Mean\")\n", "ax[0].set_xlim(xlim)\n", "\n", "ax[1].plot(dates, rolling_stats[\"Ann Std\"], color=colors[1])\n", "ax[1].set_title(\"Ann Std\")\n", "ax[1].set_xlim(xlim)\n", "\n", "ax[2].plot(dates, rolling_stats[\"Skewness\"], color=colors[2])\n", "ax[2].set_title(\"Skewness\")\n", "ax[2].set_xlim(xlim)\n", "\n", "ax[3].plot(dates, rolling_stats[\"Kurtosis\"], color=colors[3])\n", "ax[3].set_title(\"Kurtosis\")\n", "ax[3].set_xlim(xlim)\n", "fig.tight_layout(pad=1.0)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:42.561865Z", "iopub.status.busy": "2023-09-28T12:33:42.560864Z", "iopub.status.idle": "2023-09-28T12:33:43.237108Z", "shell.execute_reply": "2023-09-28T12:33:43.237108Z" }, "pycharm": { "is_executing": false, "name": "#%%\n" } }, "outputs": [ { "data": { "text/html": [ "
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Ann MeanAnn StdSkewnessKurtosis
Date
1960-01-3112.60815412.144214-0.1847242.457393
1960-02-2912.60015712.144276-0.1841492.457202
1960-03-3112.42051712.167140-0.1730502.437676
1960-04-3011.85773112.164829-0.1415982.430594
1960-05-3111.66969112.123527-0.1376132.452505
...............
2019-05-3111.80306312.590887-0.3357413.429378
2019-06-3012.49040612.724720-0.3369513.363716
2019-07-3111.88027012.561793-0.3537993.439682
2019-08-3111.36375212.569879-0.3235923.416039
2019-09-3011.22972412.548778-0.3187743.432865
\n", "

717 rows × 4 columns

\n", "
" ], "text/plain": [ " Ann Mean Ann Std Skewness Kurtosis\n", "Date \n", "1960-01-31 12.608154 12.144214 -0.184724 2.457393\n", "1960-02-29 12.600157 12.144276 -0.184149 2.457202\n", "1960-03-31 12.420517 12.167140 -0.173050 2.437676\n", "1960-04-30 11.857731 12.164829 -0.141598 2.430594\n", "1960-05-31 11.669691 12.123527 -0.137613 2.452505\n", "... ... ... ... ...\n", "2019-05-31 11.803063 12.590887 -0.335741 3.429378\n", "2019-06-30 12.490406 12.724720 -0.336951 3.363716\n", "2019-07-31 11.880270 12.561793 -0.353799 3.439682\n", "2019-08-31 11.363752 12.569879 -0.323592 3.416039\n", "2019-09-30 11.229724 12.548778 -0.318774 3.432865\n", "\n", "[717 rows x 4 columns]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "roller = sp500.rolling(120)\n", "rolling = pd.DataFrame(\n", " {\n", " \"Ann Mean\": 12 * roller.mean(),\n", " \"Ann Std\": np.sqrt(12 * roller.var()),\n", " \"Skewness\": roller.apply(stats.skew, raw=False),\n", " \"Kurtosis\": 3 + roller.apply(stats.kurtosis, raw=False),\n", " },\n", " index=sp500.index,\n", ")\n", "\n", "rolling = rolling.dropna()\n", "rolling" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2023-09-28T12:33:43.239267Z", "iopub.status.busy": "2023-09-28T12:33:43.239267Z", "iopub.status.idle": "2023-09-28T12:33:43.793400Z", "shell.execute_reply": "2023-09-28T12:33:43.793400Z" }, "pycharm": { "is_executing": false, "name": "#%%\n" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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