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{
"cells": [
{
"cell_type": "markdown",
"id": "26685d55-daf9-4028-bfeb-4581162c07de",
"metadata": {},
"source": [
"# Negative Quadratic Skewness\n",
"\n",
"<br>__[Financionerioncios](https://financioneroncios.wordpress.com)__\n",
"<br>__[Dany Cajas](https://www.linkedin.com/in/dany-cajas/)__\n",
"<br>__[Riskfolio-Lib](http://riskfolio-lib.readthedocs.io/)__\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",
"\n",
"<br>Hola gente, espero les guste este post que es de uno de los temas más recientes en la gestión de portafolios. No se olviden que 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",
"\n",
"# 1. Negative Quadratic Skewness\n",
"\n",
"La negative quadratic skewness es una medida de riesgo propuesta por __[Cajas (2023)](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4540021)__ que permite aproximar el componente negativo de la skewness de un portafolio usando una forma quadratica. Minimizar el componente negativo de la skewness permite incrementar la skewness del portafolio, lo cual es algo deseado por los asset managers. La optimización de la negative quadratic skewness se puede obtener resolviendo el siguiente problema:\n",
"\n",
"$$\n",
"\\begin{aligned}\n",
"\\min_{x, \\nu} \\; & \\nu \\\\\n",
"\\text{s.t.} & \\| V^{1/2}x \\| \\leq \\nu\\\\\n",
"& \\sum^{n}_{i=1}x_{i} = 1 \\\\\n",
"& x \\geq 0 \\\\\n",
"\\end{aligned}\n",
"$$\n",
"\n",
"Donde $V = -\\sum^{N}_{i=1} S^{-}_i$, $\\nu$ es una variable auxiliar que representa la raiz cuadrada de la negative quadratic skewness, $S^{-}_i$ es el componente con eigenvalores negativos de la cara $i$ del coskewness tensor, $x$ es el vector de pesos del portafolio."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "3c52d05a-2342-4ddc-bcc3-afae54e9203b",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[*********************100%***********************] 25 of 25 completed\n"
]
}
],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import yfinance as yf\n",
"import warnings\n",
"\n",
"warnings.filterwarnings(\"ignore\")\n",
"\n",
"yf.pdr_override()\n",
"pd.options.display.float_format = '{:.4%}'.format\n",
"\n",
"# Date range\n",
"start = '2016-01-01'\n",
"end = '2019-12-30'\n",
"\n",
"# Tickers of assets\n",
"assets = ['JCI', 'TGT', 'CMCSA', 'CPB', 'MO', 'APA', 'MMC', 'JPM',\n",
" 'ZION', 'PSA', 'BAX', 'BMY', 'LUV', 'PCAR', 'TXT', 'TMO',\n",
" 'DE', 'MSFT', 'HPQ', 'SEE', 'VZ', 'CNP', 'NI', 'T', 'BA']\n",
"assets.sort()\n",
"\n",
"# Downloading data\n",
"data = yf.download(assets, start = start, end = end)\n",
"data = data.loc[:,('Adj Close', slice(None))]\n",
"data.columns = assets"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "79c3f4b0-aefb-4578-af91-495a1e1f1739",
"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>APA</th>\n",
" <th>BA</th>\n",
" <th>BAX</th>\n",
" <th>BMY</th>\n",
" <th>CMCSA</th>\n",
" <th>CNP</th>\n",
" <th>CPB</th>\n",
" <th>DE</th>\n",
" <th>HPQ</th>\n",
" <th>JCI</th>\n",
" <th>...</th>\n",
" <th>NI</th>\n",
" <th>PCAR</th>\n",
" <th>PSA</th>\n",
" <th>SEE</th>\n",
" <th>T</th>\n",
" <th>TGT</th>\n",
" <th>TMO</th>\n",
" <th>TXT</th>\n",
" <th>VZ</th>\n",
" <th>ZION</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Date</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2016-01-05</th>\n",
" <td>-2.0257%</td>\n",
" <td>0.4057%</td>\n",
" <td>0.4036%</td>\n",
" <td>1.9693%</td>\n",
" <td>0.0180%</td>\n",
" <td>0.9305%</td>\n",
" <td>0.3678%</td>\n",
" <td>0.5783%</td>\n",
" <td>0.9483%</td>\n",
" <td>-1.1953%</td>\n",
" <td>...</td>\n",
" <td>1.5881%</td>\n",
" <td>0.0212%</td>\n",
" <td>2.8236%</td>\n",
" <td>0.9758%</td>\n",
" <td>0.6987%</td>\n",
" <td>1.7539%</td>\n",
" <td>-0.1730%</td>\n",
" <td>0.2409%</td>\n",
" <td>1.3734%</td>\n",
" <td>-1.0857%</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2016-01-06</th>\n",
" <td>-11.4864%</td>\n",
" <td>-1.5878%</td>\n",
" <td>0.2412%</td>\n",
" <td>-1.7557%</td>\n",
" <td>-0.7727%</td>\n",
" <td>-1.2473%</td>\n",
" <td>-0.1736%</td>\n",
" <td>-1.1239%</td>\n",
" <td>-3.5867%</td>\n",
" <td>-0.9551%</td>\n",
" <td>...</td>\n",
" <td>0.5547%</td>\n",
" <td>0.0212%</td>\n",
" <td>0.1592%</td>\n",
" <td>-1.5647%</td>\n",
" <td>0.3107%</td>\n",
" <td>-1.0155%</td>\n",
" <td>-0.7653%</td>\n",
" <td>-3.0048%</td>\n",
" <td>-0.9035%</td>\n",
" <td>-2.9145%</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2016-01-07</th>\n",
" <td>-5.1388%</td>\n",
" <td>-4.1922%</td>\n",
" <td>-1.6573%</td>\n",
" <td>-2.7699%</td>\n",
" <td>-1.1047%</td>\n",
" <td>-1.9769%</td>\n",
" <td>-1.2207%</td>\n",
" <td>-0.8855%</td>\n",
" <td>-4.6058%</td>\n",
" <td>-2.5394%</td>\n",
" <td>...</td>\n",
" <td>-2.2066%</td>\n",
" <td>-3.0309%</td>\n",
" <td>-1.0410%</td>\n",
" <td>-3.1557%</td>\n",
" <td>-1.6148%</td>\n",
" <td>-0.2700%</td>\n",
" <td>-2.2844%</td>\n",
" <td>-2.0570%</td>\n",
" <td>-0.5492%</td>\n",
" <td>-3.0019%</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2016-01-08</th>\n",
" <td>0.2736%</td>\n",
" <td>-2.2705%</td>\n",
" <td>-1.6037%</td>\n",
" <td>-2.5425%</td>\n",
" <td>0.1099%</td>\n",
" <td>-0.2241%</td>\n",
" <td>0.5707%</td>\n",
" <td>-1.6402%</td>\n",
" <td>-1.7641%</td>\n",
" <td>-0.1649%</td>\n",
" <td>...</td>\n",
" <td>-0.1539%</td>\n",
" <td>-1.1366%</td>\n",
" <td>-0.7308%</td>\n",
" <td>-0.1448%</td>\n",
" <td>0.0895%</td>\n",
" <td>-3.3839%</td>\n",
" <td>-0.1117%</td>\n",
" <td>-1.1387%</td>\n",
" <td>-0.9719%</td>\n",
" <td>-1.1254%</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2016-01-11</th>\n",
" <td>-4.3384%</td>\n",
" <td>0.1692%</td>\n",
" <td>-1.6851%</td>\n",
" <td>-1.0215%</td>\n",
" <td>0.0915%</td>\n",
" <td>-1.1791%</td>\n",
" <td>0.5674%</td>\n",
" <td>0.5288%</td>\n",
" <td>0.6616%</td>\n",
" <td>0.0330%</td>\n",
" <td>...</td>\n",
" <td>1.6436%</td>\n",
" <td>0.0000%</td>\n",
" <td>0.9869%</td>\n",
" <td>-0.1450%</td>\n",
" <td>1.2224%</td>\n",
" <td>1.4570%</td>\n",
" <td>0.5367%</td>\n",
" <td>-0.4607%</td>\n",
" <td>0.5800%</td>\n",
" <td>-1.9919%</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>5 rows × 25 columns</p>\n",
"</div>"
],
"text/plain": [
" APA BA BAX BMY CMCSA CNP CPB \\\n",
"Date \n",
"2016-01-05 -2.0257% 0.4057% 0.4036% 1.9693% 0.0180% 0.9305% 0.3678% \n",
"2016-01-06 -11.4864% -1.5878% 0.2412% -1.7557% -0.7727% -1.2473% -0.1736% \n",
"2016-01-07 -5.1388% -4.1922% -1.6573% -2.7699% -1.1047% -1.9769% -1.2207% \n",
"2016-01-08 0.2736% -2.2705% -1.6037% -2.5425% 0.1099% -0.2241% 0.5707% \n",
"2016-01-11 -4.3384% 0.1692% -1.6851% -1.0215% 0.0915% -1.1791% 0.5674% \n",
"\n",
" DE HPQ JCI ... NI PCAR PSA \\\n",
"Date ... \n",
"2016-01-05 0.5783% 0.9483% -1.1953% ... 1.5881% 0.0212% 2.8236% \n",
"2016-01-06 -1.1239% -3.5867% -0.9551% ... 0.5547% 0.0212% 0.1592% \n",
"2016-01-07 -0.8855% -4.6058% -2.5394% ... -2.2066% -3.0309% -1.0410% \n",
"2016-01-08 -1.6402% -1.7641% -0.1649% ... -0.1539% -1.1366% -0.7308% \n",
"2016-01-11 0.5288% 0.6616% 0.0330% ... 1.6436% 0.0000% 0.9869% \n",
"\n",
" SEE T TGT TMO TXT VZ ZION \n",
"Date \n",
"2016-01-05 0.9758% 0.6987% 1.7539% -0.1730% 0.2409% 1.3734% -1.0857% \n",
"2016-01-06 -1.5647% 0.3107% -1.0155% -0.7653% -3.0048% -0.9035% -2.9145% \n",
"2016-01-07 -3.1557% -1.6148% -0.2700% -2.2844% -2.0570% -0.5492% -3.0019% \n",
"2016-01-08 -0.1448% 0.0895% -3.3839% -0.1117% -1.1387% -0.9719% -1.1254% \n",
"2016-01-11 -0.1450% 1.2224% 1.4570% 0.5367% -0.4607% 0.5800% -1.9919% \n",
"\n",
"[5 rows x 25 columns]"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Calculating returns\n",
"\n",
"Y = data[assets].pct_change().dropna()\n",
"\n",
"display(Y.head())"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "5d6da5c5-bdff-441b-ae09-77dac5b4141d",
"metadata": {},
"outputs": [],
"source": [
"from scipy.linalg import block_diag\n",
"from scipy.linalg import sqrtm\n",
"\n",
"def coskewness_matrix(Y):\n",
" Y_ = np.array(Y, ndmin=2)\n",
" T, n = Y_.shape\n",
" mu = np.mean(Y_, axis=0).reshape(1, -1)\n",
" mu = np.repeat(mu, T, axis=0)\n",
" x = Y_ - mu\n",
" ones = np.ones((1, n))\n",
" z = np.kron(ones, x) * np.kron(x, ones)\n",
" M3 = 1 / T * x.T @ z\n",
"\n",
" return M3\n",
"\n",
"def square_coskewness(M3):\n",
" N, _ = M3.shape\n",
" S3 = np.empty((0,0))\n",
" for j in range(0, N):\n",
" S3 = block_diag(S3, M3[:,j*N:(j+1)*N])\n",
" return S3\n",
"\n",
"def extract_block_diag(S3, n):\n",
" N, T = S3.shape\n",
" if N != T:\n",
" raise ValueError('S3 must be a square matrix')\n",
" Si = []\n",
" for i in range(n):\n",
" Si.append(S3[i*n:(i+1)*n, i*n:(i+1)*n])\n",
" return Si"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "c92dfe64-c5cb-4bd3-b8c9-c77cd2311642",
"metadata": {},
"outputs": [],
"source": [
"T, N = Y.shape\n",
"\n",
"mu = Y.mean().to_numpy().reshape(-1,1)\n",
"Sigma = Y.cov().to_numpy()\n",
"\n",
"M3 = coskewness_matrix(Y)\n",
"S3 = square_coskewness(M3)\n",
"\n",
"s, V = np.linalg.eig(S3)\n",
"s2 = np.clip(s, -np.inf, 0)\n",
"S32 = V @ np.diag(s2) @ V.T\n",
"s3 = np.clip(s, 0, np.inf)\n",
"S33 = V @ np.diag(s3) @ V.T\n",
"\n",
"rs = np.random.RandomState(seed=123)\n",
"s1 = rs.dirichlet([0.1] * len(assets), 2000)\n",
"s2 = rs.dirichlet([0.25] * len(assets), 2000)\n",
"s3 = rs.dirichlet([0.5] * len(assets), 2000)\n",
"s4 = rs.dirichlet([0.75] * len(assets), 2000)\n",
"s5 = rs.dirichlet([1.0] * len(assets), 2000)\n",
"s6 = rs.dirichlet([1.5] * len(assets), 2000)\n",
"s7 = rs.dirichlet([2.0] * len(assets), 2000)\n",
"s8 = rs.dirichlet([3.0] * len(assets), 2000)\n",
"sample = np.concatenate([s1, s2, s3, s4, s5, s6, s7, s8], axis=0)\n",
"sample = sample/sample.sum(axis=1).reshape(-1,1)\n",
"\n",
"mean_1 = sample @ mu\n",
"std_1 = np.linalg.norm(sqrtm(Sigma) @ sample.T, ord=2, axis=0)\n",
"skewness_1 =[]\n",
"\n",
"w = rs.dirichlet([0.8]*N,1).reshape(-1,1)\n",
"\n",
"for i in range(len(sample)):\n",
" w = sample[i].reshape(-1,1)\n",
" w_w = np.kron(w, w)\n",
" w_1 = np.kron(np.ones((N,1)), w)\n",
"\n",
" skew_1 = w.T @ M3 @ w_w\n",
" skew_1 = np.abs(skew_1)**(1/3) * np.sign(skew_1)\n",
" skewness_1.append(skew_1.item())"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "e20179d1-e9b4-4b42-b350-7d08c3586169",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" weights\n",
"APA 2.1619%\n",
"BA 0.0010%\n",
"BAX 0.0014%\n",
"BMY 8.1899%\n",
"CMCSA 0.0023%\n",
"CNP 0.6418%\n",
"CPB 29.2546%\n",
"DE 0.0006%\n",
"HPQ 0.0006%\n",
"JCI 0.0037%\n",
"JPM 0.0018%\n",
"LUV 0.0096%\n",
"MMC 0.0068%\n",
"MO 0.0014%\n",
"MSFT 3.2300%\n",
"NI 5.9473%\n",
"PCAR 0.7522%\n",
"PSA 28.7600%\n",
"SEE 0.0021%\n",
"T 0.0018%\n",
"TGT 19.1365%\n",
"TMO 0.0028%\n",
"TXT 0.0010%\n",
"VZ 1.8880%\n",
"ZION 0.0008%\n"
]
}
],
"source": [
"import cvxpy as cp\n",
"\n",
"x = cp.Variable((N,1))\n",
"g = cp.Variable()\n",
"\n",
"S32i = extract_block_diag(S32, N)\n",
"\n",
"constraints = [x >= 0,\n",
" cp.sum(x)== 1,\n",
" cp.SOC(g, sqrtm(-np.sum(S32i, axis=0)) @ x)\n",
" ]\n",
"\n",
"obj = cp.Minimize(g**2)\n",
"prob = cp.Problem(obj, constraints)\n",
"prob.solve()\n",
"weights_1 = pd.DataFrame(x.value, index=assets, columns=['weights'])\n",
"\n",
"print(weights_1)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "ea099780-66e6-4371-9f37-a44c5b0e5671",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" weights\n",
"APA 0.0000%\n",
"BA 0.0000%\n",
"BAX 5.2376%\n",
"BMY 4.3879%\n",
"CMCSA 2.1297%\n",
"CNP 6.9905%\n",
"CPB 3.2271%\n",
"DE 0.0749%\n",
"HPQ 0.0000%\n",
"JCI 2.8445%\n",
"JPM 6.9614%\n",
"LUV 2.8492%\n",
"MMC 12.5798%\n",
"MO 7.2141%\n",
"MSFT 0.0000%\n",
"NI 11.4530%\n",
"PCAR 0.0000%\n",
"PSA 14.9247%\n",
"SEE 0.1683%\n",
"T 6.5901%\n",
"TGT 4.0899%\n",
"TMO 0.0000%\n",
"TXT 0.0000%\n",
"VZ 8.2767%\n",
"ZION 0.0007%\n"
]
}
],
"source": [
"x = cp.Variable((N,1))\n",
"g = cp.Variable(nonneg=True)\n",
"\n",
"G = sqrtm(Sigma)\n",
"\n",
"constraints = [cp.sum(x) == 1,\n",
" x >= 0,\n",
" cp.SOC(g, G @ x)\n",
" ]\n",
"\n",
"obj = cp.Minimize(g)\n",
"prob = cp.Problem(obj, constraints)\n",
"prob.solve()\n",
"weights_2 = pd.DataFrame(x.value, index=assets, columns=['weights'])\n",
"\n",
"print(weights_2)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "c2854a64-3692-467f-9b49-1ecf02761d39",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" weights\n",
"APA 1.5257%\n",
"BA 0.0000%\n",
"BAX 0.0000%\n",
"BMY 7.9555%\n",
"CMCSA 0.0000%\n",
"CNP 5.6936%\n",
"CPB 19.4025%\n",
"DE 0.0000%\n",
"HPQ 0.0000%\n",
"JCI 0.0000%\n",
"JPM 0.0000%\n",
"LUV 0.2114%\n",
"MMC 4.1508%\n",
"MO 0.0000%\n",
"MSFT 2.0414%\n",
"NI 9.2592%\n",
"PCAR 3.2363%\n",
"PSA 25.8652%\n",
"SEE 0.0000%\n",
"T 0.0000%\n",
"TGT 12.9149%\n",
"TMO 0.0000%\n",
"TXT 0.0000%\n",
"VZ 7.7433%\n",
"ZION 0.0000%\n"
]
}
],
"source": [
"x = cp.Variable((N,1))\n",
"g = cp.Variable(nonneg=True)\n",
"g2 = cp.Variable(nonneg=True)\n",
"G = sqrtm(Sigma)\n",
"\n",
"constraints = [\n",
" cp.sum(x)== 1,\n",
" x >= 0,\n",
" cp.SOC(g2, G @ x),\n",
" cp.SOC(g, sqrtm(-np.sum(S32i,axis=0)) @ x)\n",
" ]\n",
"\n",
"obj = cp.Minimize(g2 + 8 * g)\n",
"prob = cp.Problem(obj, constraints)\n",
"prob.solve()\n",
"weights_3 = pd.DataFrame(x.value, index=assets, columns=['weights'])\n",
"\n",
"print(weights_3)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "77844096-adf7-414f-8c6c-34c36674d796",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import matplotlib.ticker as mtick\n",
"\n",
"fig, ax = plt.subplots(figsize=(12,6))\n",
"vmin = -np.max(np.abs(skewness_1))\n",
"ax1 = ax.scatter(std_1, mean_1, c=skewness_1, cmap = 'RdYlBu', vmin=vmin, vmax=-vmin)\n",
"\n",
"ax.scatter((weights_1.to_numpy().T @ Sigma @ weights_1.to_numpy())**0.5,\n",
" mu.T @ weights_1,\n",
" marker='*',\n",
" c='fuchsia',\n",
" s=2**8,\n",
" label=r'Min Quadratic Negative Skewness ($\\nu^{2-}_{3}(x)$)'\n",
" )\n",
"\n",
"ax.scatter((weights_2.to_numpy().T @ Sigma @ weights_2.to_numpy())**0.5,\n",
" mu.T @ weights_2,\n",
" marker='*',\n",
" c='deepskyblue',\n",
" s=2**8,\n",
" label=r'Min Variance ($\\sigma^{2}_{2}(x)$)'\n",
" )\n",
"\n",
"ax.scatter((weights_3.to_numpy().T @ Sigma @ weights_3.to_numpy())**0.5,\n",
" mu.T @ weights_3,\n",
" marker='*',\n",
" c='blue',\n",
" s=2**8,\n",
" label=r'Min Variance and Quadratic Negative Skewness ($\\sigma^{2}_{2}(x) + 8\\nu^{2-}_{3}(x)$)'\n",
" )\n",
"\n",
"ax.set_xlabel('Daily Standard Deviation')\n",
"ax.set_ylabel('Daily Expected Return')\n",
"vals = ax.get_yticks()\n",
"ax.set_yticklabels(['{:,.2%}'.format(x) for x in vals])\n",
"vals = ax.get_xticks()\n",
"ax.set_xticklabels(['{:,.2%}'.format(x) for x in vals])\n",
"ax.grid(linestyle = 'dotted')\n",
"ax.legend(loc=\"upper right\")\n",
"colorbar = ax.figure.colorbar(ax1)\n",
"colorbar.set_label(\"Daily Cubic Root Skewness\")\n",
"fig.tight_layout()\n",
"fig.savefig('Mean_Variance.png',dpi=300)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "25adb493-d50a-4fe9-8b58-5d2a7d04ee53",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(12,6))\n",
"vmin = -np.max(np.abs(skewness_1))\n",
"ax1 = ax.scatter(skewness_1, mean_1, c=skewness_1, cmap = 'RdYlBu', vmin=vmin, vmax=-vmin)\n",
"\n",
"skew_01 = weights_1.to_numpy().T @ M3 @ np.kron(weights_1.to_numpy(), weights_1.to_numpy())\n",
"skew_01 = np.abs(skew_01)**(1/3) * np.sign(skew_01)\n",
"\n",
"skew_02 = weights_2.to_numpy().T @ M3 @ np.kron(weights_2.to_numpy(), weights_2.to_numpy())\n",
"skew_02 = np.abs(skew_02)**(1/3) * np.sign(skew_02)\n",
"\n",
"skew_03 = weights_3.to_numpy().T @ M3 @ np.kron(weights_3.to_numpy(), weights_3.to_numpy())\n",
"skew_03 = np.abs(skew_03)**(1/3) * np.sign(skew_03)\n",
"\n",
"ax.scatter(skew_01,\n",
" mu.T @ weights_1,\n",
" marker='*',\n",
" c='fuchsia',\n",
" s=2**8,\n",
" label=r'Min Quadratic Negative Skewness ($\\nu^{2-}_{3}(x)$)'\n",
" )\n",
"\n",
"ax.scatter(skew_02,\n",
" mu.T @ weights_2,\n",
" marker='*',\n",
" c='deepskyblue',\n",
" s=2**8,\n",
" label=r'Min Variance ($\\sigma^{2}_{2}(x)$)'\n",
" )\n",
"\n",
"ax.scatter(skew_03,\n",
" mu.T @ weights_3,\n",
" marker='*',\n",
" c='blue',\n",
" s=2**8,\n",
" label=r'Min Variance and Quadratic Negative Skewness ($\\sigma^{2}_{2}(x) + 8\\nu^{2-}_{3}(x)$)'\n",
" )\n",
"\n",
"ax.set_xlabel('Daily Cubic Root Skewness')\n",
"ax.set_ylabel('Daily Expected Return')\n",
"vals = ax.get_yticks()\n",
"ax.set_yticklabels(['{:,.2%}'.format(x) for x in vals])\n",
"vals = ax.get_xticks()\n",
"ax.set_xticklabels(['{:,.2%}'.format(x) for x in vals])\n",
"ax.grid(linestyle = 'dotted')\n",
"ax.legend(loc=\"upper right\")\n",
"colorbar = ax.figure.colorbar(ax1)\n",
"colorbar.set_label(\"Daily Cubic Root Skewness\")\n",
"fig.tight_layout()\n",
"fig.savefig('Mean_Skewness.png',dpi=300)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "913cfd55-8428-4a8f-88e7-e8118df04ec2",
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.10.9"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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