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@Financioneroncios
Last active November 29, 2024 00:36
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{
"cells": [
{
"cell_type": "markdown",
"id": "meaning-december",
"metadata": {},
"source": [
"# Backtesting Relativistic Value at Risk with Python\n",
"\n",
"<br>__[Financionerioncios](https://financioneroncios.wordpress.com)__\n",
"<br>__[Dany Cajas](https://www.linkedin.com/in/dany-cajas/)__\n",
"<br>__[Practical Econometrics with Python](https://www.amazon.com/-/es/Marlon-Saito-ebook/dp/B08KJ1322G/ref=sr_1_1?dchild=1&qid=1603904149&refinements=p_27%3AMarlon+Saito&s=digital-text&sr=1-1&text=Marlon+Saito)__ \n",
"<br>__[Econometría Práctica con Python](https://www.amazon.com/-/es/Marlon-Saito-ebook/dp/B08KHZKV9R/ref=sr_1_2?dchild=1&qid=1603903646&refinements=p_27%3AMarlon+Saito&s=digital-text&sr=1-2&text=Marlon+Saito)__ \n",
"<br>__[Riskfolio-Lib](https://github.com/dcajasn/Riskfolio-Lib)__ \n",
"\n",
"<br>Hi people, en este post trataré diferentes metodologías para realizar el backtesting del Value at Risk asi que espero les guste :D.\n",
"\n",
"Para Python les recomiendo que usen __[winpython](https://winpython.github.io/)__ (solo windows, pero es portable) o __[anaconda](https://www.anaconda.com/download/)__ (es multiplataforma, pero requiere de instalación). Al instalar cualquiera de estas distribuciones encontraran los ejecutables Jupyter Notebook (el formato del post, los archivos tienen extensión es .ipynb) y Spyder (IDE que recomiendo para trabajar porque permite visualizar las variables y su tipo, los archivos tienen extensión es .py)\n",
"\n",
"En la página del blog dejaré los notebooks (se abren con jupyter notebook), los scripts de python (recomiendo que usen spyder para trabajar con estos archivos) y los archivos en excel con la data usada en los ejemplos.\n",
"<br>Los temas que trataremos en este post son:\n",
"\n",
"1. Backtesting Historical VaR, CVaR, EVaR and RLVaR\n",
"\n",
"## 1 Backtesting Normal VaR, CVaR, EVaR and RLVaR \n",
"\n",
"### 1.1 Downloading Data"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "understanding-insured",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[*********************100%***********************] 2 of 2 completed\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>CMG</th>\n",
" <th>TSLA</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Date</th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2016-01-05</th>\n",
" <td>0.000490</td>\n",
" <td>0.000090</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2016-01-06</th>\n",
" <td>-0.049796</td>\n",
" <td>-0.019648</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2016-01-07</th>\n",
" <td>-0.025008</td>\n",
" <td>-0.015477</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2016-01-08</th>\n",
" <td>-0.006514</td>\n",
" <td>-0.021563</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2016-01-11</th>\n",
" <td>-0.005299</td>\n",
" <td>-0.014929</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" CMG TSLA\n",
"Date \n",
"2016-01-05 0.000490 0.000090\n",
"2016-01-06 -0.049796 -0.019648\n",
"2016-01-07 -0.025008 -0.015477\n",
"2016-01-08 -0.006514 -0.021563\n",
"2016-01-11 -0.005299 -0.014929"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import scipy.stats as st\n",
"import yfinance as yf\n",
"import riskfolio as rp\n",
"import warnings\n",
"\n",
"warnings.filterwarnings(\"ignore\")\n",
"\n",
"# Date range\n",
"start = '2016-01-01'\n",
"end = '2022-12-30'\n",
"\n",
"# List of assets\n",
"assets = ['CMG', 'TSLA']\n",
"assets.sort()\n",
"\n",
"# Downloading the data\n",
"data = yf.download(assets, start = start, end = end)\n",
"data = data.loc[:,('Adj Close', slice(None))]\n",
"data.columns = assets\n",
"ret = data.pct_change().dropna()\n",
"\n",
"display(ret.head())"
]
},
{
"cell_type": "markdown",
"id": "essential-arizona",
"metadata": {},
"source": [
"## 1 Backtesting Historical VaR, CVaR, EVaR and RLVaR\n",
"\n",
"### 1.1 Calculating Historical VaR, CVaR, EVaR and RLVaR."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "typical-shopping",
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"n = ret.shape[0]\n",
"\n",
"Risk_hist = {}\n",
"for i in assets:\n",
" Risk_hist[i] = {'VaR':[], 'CVaR': [], 'EVaR': [], 'RLVaR': []}\n",
"\n",
"window = 252 * 1\n",
"alpha = 0.05\n",
"k = 0\n",
"for j in assets:\n",
" for i in range(window, n):\n",
" X = ret[j].iloc[i-window:i]\n",
" Risk_hist[j]['VaR'].append(-rp.VaR_Hist(X, alpha=alpha))\n",
" Risk_hist[j]['CVaR'].append(-rp.CVaR_Hist(X, alpha=alpha))\n",
" Risk_hist[j]['EVaR'].append(-rp.EVaR_Hist(X, alpha=alpha)[0])\n",
" try:\n",
" Risk_hist[j]['RLVaR'].append(-rp.RLVaR_Hist(X, alpha=alpha, kappa=0.3, solver='MOSEK'))\n",
" except:\n",
" Risk_hist[j]['RLVaR'].append(Risk_hist[j]['RLVaR'][-1])\n",
"\n",
" \n",
"for i in assets:\n",
" Risk_hist[i] = pd.DataFrame(Risk_hist[i], index=ret.index[window:])"
]
},
{
"cell_type": "markdown",
"id": "going-camel",
"metadata": {},
"source": [
"### 1.2 Plotting Historical VaR, CVaR EVaR and RLVaR."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "monetary-filing",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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"text/plain": [
"<Figure size 1600x1600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"fig, ax = plt.subplots(len(assets),1,figsize=(16, 16))\n",
"\n",
"for i in range(len(assets)):\n",
" ax[i].plot(ret[assets[i]].iloc[window:], label=assets[i])\n",
" ax[i].plot(Risk_hist[assets[i]]['VaR'], label=assets[i] + ' VaR')\n",
" ax[i].plot(Risk_hist[assets[i]]['CVaR'], label=assets[i] + ' CVaR')\n",
" ax[i].plot(Risk_hist[assets[i]]['EVaR'], label=assets[i] + ' EVaR')\n",
" ax[i].plot(Risk_hist[assets[i]]['RLVaR'], label=assets[i] + ' RLVaR')\n",
" ax[i].legend()\n",
" ax[i].set_title('Backtesting Historical VaR, CVaR and EVaR of ' + assets[i])\n",
"\n",
"plt.plot()"
]
},
{
"cell_type": "markdown",
"id": "informational-window",
"metadata": {},
"source": [
"### 1.3 Making Formal Tests to Evaluate VaR Models:\n",
"\n",
"Vamos a utilizar dos test para evaluar la calidad de los modelos VaR:\n",
"\n",
"__El test de Kupiec (1995)__ o coverage test o Bernoulli test. Pueden encontrar la teoria en este __[link](https://www.value-at-risk.net/backtesting-coverage-tests/)__\n",
"\n",
"__El test de Christofferson (1998)__ o independente test. Pueden encontrar la teoria en este __[link](https://www.value-at-risk.net/backtesting-independence-tests/)__"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "c7817d92",
"metadata": {},
"outputs": [],
"source": [
"def bern_test(p,v):\n",
" lv = len(v)\n",
" sv = sum(v)\n",
" al = np.log(p)*sv + np.log(1-p)*(lv-sv)\n",
" bl = np.log(sv/lv)*sv + np.log(1-sv/lv)*(lv-sv)\n",
" return (-2*(al-bl))\n",
"\n",
"def ind_test(V):\n",
" T = len(V)\n",
" J = np.full([T,4], 0)\n",
" for i in range(1,len(V)-1):\n",
" J[i,0] = (V[i-1] == 0) & (V[i] == 0)\n",
" J[i,1] = (V[i-1] == 0) & (V[i] == 1)\n",
" J[i,2] = (V[i-1] == 1) & (V[i] == 0)\n",
" J[i,3] = (V[i-1] == 1) & (V[i] == 1)\n",
" V_00 = sum(J[:,0])\n",
" V_01 = sum(J[:,1])\n",
" V_10 = sum(J[:,2])\n",
" V_11 = sum(J[:,3])\n",
" p_00=V_00/(V_00+V_01)\n",
" p_01=V_01/(V_00+V_01)\n",
" p_10=V_10/(V_10+V_11)\n",
" p_11=V_11/(V_10+V_11)\n",
" hat_p = (V_01+V_11)/(V_00+V_01+V_10+V_11)\n",
" al = np.log(1-hat_p)*(V_00+V_10) + np.log(hat_p)*(V_01+V_11)\n",
" bl = np.nan_to_num(np.log(p_00), -60)*V_00 + np.nan_to_num(np.log(p_01), -60)*V_01\n",
" bl += np.nan_to_num(np.log(p_10)*V_10, -60) + np.nan_to_num(np.log(p_11), -60)*V_11\n",
" return (-2*(al-bl))"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "changed-oracle",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>CMG</th>\n",
" <th>TSLA</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>Failure Ratio VaR</th>\n",
" <td>0.053050</td>\n",
" <td>0.058355</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Failure Ratio CVaR</th>\n",
" <td>0.023873</td>\n",
" <td>0.021883</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Failure Ratio EVaR</th>\n",
" <td>0.010610</td>\n",
" <td>0.013263</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Failure Ratio RLVaR</th>\n",
" <td>0.005305</td>\n",
" <td>0.011273</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Bernoulli Test VaR stat</th>\n",
" <td>0.289880</td>\n",
" <td>2.108340</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Bernoulli Test VaR p-value</th>\n",
" <td>0.590300</td>\n",
" <td>0.146500</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Bernoulli Test CVaR stat</th>\n",
" <td>26.645040</td>\n",
" <td>31.506910</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Bernoulli Test CVaR p-value</th>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Bernoulli Test EVaR stat</th>\n",
" <td>71.622560</td>\n",
" <td>59.832280</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Bernoulli Test EVaR p-value</th>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Bernoulli Test RLVaR stat</th>\n",
" <td>102.028550</td>\n",
" <td>68.502780</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Bernoulli Test RLVaR p-value</th>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Independent Test VaR stat</th>\n",
" <td>6.534680</td>\n",
" <td>2.749690</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Independent Test VaR p-value</th>\n",
" <td>0.010580</td>\n",
" <td>0.097270</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Independent Test CVaR stat</th>\n",
" <td>3.483000</td>\n",
" <td>1.619110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Independent Test CVaR p-value</th>\n",
" <td>0.062000</td>\n",
" <td>0.203220</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Independent Test EVaR stat</th>\n",
" <td>6.643400</td>\n",
" <td>1.238420</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Independent Test EVaR p-value</th>\n",
" <td>0.009950</td>\n",
" <td>0.265780</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Independent Test RLVaR stat</th>\n",
" <td>0.085450</td>\n",
" <td>1.764790</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Independent Test RLVaR p-value</th>\n",
" <td>0.770050</td>\n",
" <td>0.184030</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" CMG TSLA\n",
"Failure Ratio VaR 0.053050 0.058355\n",
"Failure Ratio CVaR 0.023873 0.021883\n",
"Failure Ratio EVaR 0.010610 0.013263\n",
"Failure Ratio RLVaR 0.005305 0.011273\n",
"Bernoulli Test VaR stat 0.289880 2.108340\n",
"Bernoulli Test VaR p-value 0.590300 0.146500\n",
"Bernoulli Test CVaR stat 26.645040 31.506910\n",
"Bernoulli Test CVaR p-value 0.000000 0.000000\n",
"Bernoulli Test EVaR stat 71.622560 59.832280\n",
"Bernoulli Test EVaR p-value 0.000000 0.000000\n",
"Bernoulli Test RLVaR stat 102.028550 68.502780\n",
"Bernoulli Test RLVaR p-value 0.000000 0.000000\n",
"Independent Test VaR stat 6.534680 2.749690\n",
"Independent Test VaR p-value 0.010580 0.097270\n",
"Independent Test CVaR stat 3.483000 1.619110\n",
"Independent Test CVaR p-value 0.062000 0.203220\n",
"Independent Test EVaR stat 6.643400 1.238420\n",
"Independent Test EVaR p-value 0.009950 0.265780\n",
"Independent Test RLVaR stat 0.085450 1.764790\n",
"Independent Test RLVaR p-value 0.770050 0.184030"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"keys = ['Failure Ratio VaR', \n",
" 'Failure Ratio CVaR',\n",
" 'Failure Ratio EVaR',\n",
" 'Failure Ratio RLVaR',\n",
" 'Bernoulli Test VaR stat',\n",
" 'Bernoulli Test VaR p-value',\n",
" 'Bernoulli Test CVaR stat',\n",
" 'Bernoulli Test CVaR p-value',\n",
" 'Bernoulli Test EVaR stat',\n",
" 'Bernoulli Test EVaR p-value',\n",
" 'Bernoulli Test RLVaR stat',\n",
" 'Bernoulli Test RLVaR p-value',\n",
" 'Independent Test VaR stat',\n",
" 'Independent Test VaR p-value',\n",
" 'Independent Test CVaR stat',\n",
" 'Independent Test CVaR p-value',\n",
" 'Independent Test EVaR stat',\n",
" 'Independent Test EVaR p-value',\n",
" 'Independent Test RLVaR stat',\n",
" 'Independent Test RLVaR p-value',\n",
" ]\n",
"\n",
"Stats_hist = {}\n",
" \n",
"for i in assets:\n",
" Stats_hist[i] = {}\n",
" for j in keys:\n",
" Stats_hist[i][j] = []\n",
"\n",
"for i in Stats_hist.keys():\n",
" for j in Risk_hist[i].keys():\n",
" a = np.minimum(ret[i].iloc[window:] - Risk_hist[i][j],0)\n",
" H = np.count_nonzero(a)\n",
" T = Risk_hist[i].shape[0]\n",
" q = a < 0\n",
" v = a * 0\n",
" v[q] = 1\n",
" ber = bern_test(alpha, v)\n",
" ind = ind_test(v)\n",
" Stats_hist[i]['Failure Ratio ' + j].append(H/T)\n",
" Stats_hist[i]['Bernoulli Test ' + j + ' stat'].append(round(ber, 5))\n",
" Stats_hist[i]['Bernoulli Test ' + j + ' p-value'].append(round(1 - st.chi2.cdf(ber, 1),5))\n",
" Stats_hist[i]['Independent Test ' + j + ' stat'].append(round(ind, 5))\n",
" Stats_hist[i]['Independent Test ' + j + ' p-value'].append(round(1 - st.chi2.cdf(ind, 1),5))\n",
" \n",
"a = pd.DataFrame([]) \n",
"for i in assets:\n",
" Stats_hist[i] = pd.DataFrame(Stats_hist[i]).T\n",
" Stats_hist[i].columns = [i]\n",
" a = pd.concat([a, Stats_hist[i]], axis=1)\n",
"\n",
"Stats_hist = a\n",
"display(Stats_hist)"
]
},
{
"cell_type": "markdown",
"id": "imported-basin",
"metadata": {},
"source": [
"Se puede observar que los modelos EVaR y RLVaR tienen los menores failure ratios. En el caso del test de Bernoulli, el CVaR, EVaR y RLVaR pasan el test debido a que la cantidad de perdidas observadas es igual o menor a las esperadas. En el caso del test de indepencia, el CVaR, EVaR y RLVaR no cumplen el test debido a que este test fue diseñado para el VaR y por otra parte, para el CVaR, EVaR y RLVaR hay ventanas o franjas de tiempo en los que no existen perdidas mayores a estas medidas de riego o su número es muy escazo.\n",
" \n",
"### 1.4 Conclusions\n",
"\n",
"Se puede observar que los modelos EVaR y RLVar son los mejores para modelar las pérdidas mas extremas de activos con alta volatilidad, ya que presenta la menor failure rate y cumple con el test de Bernoulli."
]
}
],
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"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
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"name": "ipython",
"version": 3
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"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.9"
}
},
"nbformat": 4,
"nbformat_minor": 5
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