{ "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": { "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": { "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": { "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": { "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": { "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": { "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": { "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": { "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": { "pycharm": { "is_executing": false, "name": "#%%\n" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "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": { "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": { "pycharm": { "is_executing": false, "name": "#%%\n" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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