{ "cells": [ { "cell_type": "markdown", "id": "b84567b6", "metadata": { "papermill": { "duration": 0.00249, "end_time": "2026-06-13T03:36:11.559531+00:00", "exception": false, "start_time": "2026-06-13T03:36:11.557041+00:00", "status": "completed" } }, "source": [ "# HAR Model and Rough Volatility\n", "\n", "**Docker image**: `ml4t`\n", "\n", "This notebook covers multi-horizon volatility modeling and the Hurst exponent\n", "as features for ML trading systems.\n", "\n", "**Learning Objectives**:\n", "- Compute true realized volatility from intraday minute-bar returns\n", "- Use range-based estimators (Parkinson, Garman-Klass) as a daily-data fallback\n", "- Build and estimate the HAR model for multi-horizon vol decomposition\n", "- Implement rescaled range (R/S) analysis and DFA for the Hurst exponent\n", "- Interpret rough volatility ($H \\approx 0.1$) vs trending/mean-reverting regimes\n", "\n", "**Book Reference**: Chapter 9, Section 9.3 (Volatility Features)\n", "\n", "**Prerequisites**: Familiarity with GARCH models (`08_garch_volatility`);\n", "range-based estimators introduced in Chapter 8." ] }, { "cell_type": "code", "execution_count": 1, "id": "21c21620", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:11.564593Z", "iopub.status.busy": "2026-06-13T03:36:11.564484Z", "iopub.status.idle": "2026-06-13T03:36:13.692781Z", "shell.execute_reply": "2026-06-13T03:36:13.692393Z" }, "papermill": { "duration": 2.131673, "end_time": "2026-06-13T03:36:13.693367+00:00", "exception": false, "start_time": "2026-06-13T03:36:11.561694+00:00", "status": "completed" } }, "outputs": [], "source": [ "\"\"\"HAR Model and Rough Volatility — multi-horizon vol features and Hurst exponent.\"\"\"\n", "\n", "import warnings\n", "\n", "warnings.filterwarnings(\"ignore\")\n", "\n", "from datetime import date\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import polars as pl\n", "from IPython.display import display\n", "from ml4t.engineer.features.regime import hurst_exponent\n", "from ml4t.engineer.features.volatility import (\n", " garman_klass_volatility,\n", " parkinson_volatility,\n", " realized_volatility,\n", " rogers_satchell_volatility,\n", " yang_zhang_volatility,\n", ")\n", "from scipy import stats\n", "\n", "from data import load_etfs, load_nasdaq100_bars" ] }, { "cell_type": "code", "execution_count": 2, "id": "7afcae11", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:13.698248Z", "iopub.status.busy": "2026-06-13T03:36:13.698148Z", "iopub.status.idle": "2026-06-13T03:36:13.699940Z", "shell.execute_reply": "2026-06-13T03:36:13.699659Z" }, "papermill": { "duration": 0.005195, "end_time": "2026-06-13T03:36:13.700797+00:00", "exception": false, "start_time": "2026-06-13T03:36:13.695602+00:00", "status": "completed" }, "tags": [ "parameters" ] }, "outputs": [], "source": [ "# Production defaults — Papermill injects overrides for CI\n", "START_DATE = \"2006-01-01\"\n", "END_DATE = \"2024-12-31\"\n", "INTRADAY_SYMBOL = \"AAPL\"\n", "MIN_BARS_PER_DAY = 360 # Full trading days (~390 1-min bars)" ] }, { "cell_type": "markdown", "id": "e827d286", "metadata": { "papermill": { "duration": 0.002092, "end_time": "2026-06-13T03:36:13.705389+00:00", "exception": false, "start_time": "2026-06-13T03:36:13.703297+00:00", "status": "completed" } }, "source": [ "## Load Data\n", "\n", "We use two data sources: **NASDAQ-100 minute bars** (AAPL, 2020–2021) for\n", "true intraday realized volatility, and **SPY daily OHLCV** (2006–2024) for\n", "the longer history needed by the HAR model and range-based fallback estimators." ] }, { "cell_type": "code", "execution_count": 3, "id": "eb0100dc", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:13.710304Z", "iopub.status.busy": "2026-06-13T03:36:13.710146Z", "iopub.status.idle": "2026-06-13T03:36:13.749891Z", "shell.execute_reply": "2026-06-13T03:36:13.749566Z" }, "papermill": { "duration": 0.042968, "end_time": "2026-06-13T03:36:13.750381+00:00", "exception": false, "start_time": "2026-06-13T03:36:13.707413+00:00", "status": "completed" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SPY OHLCV: 4,781 trading days (2006-01-03 to 2024-12-31)\n" ] } ], "source": [ "etf_data = load_etfs()\n", "\n", "START = date.fromisoformat(START_DATE)\n", "END = date.fromisoformat(END_DATE)\n", "SYMBOL = \"SPY\"\n", "\n", "spy = (\n", " etf_data.filter(\n", " (pl.col(\"symbol\") == SYMBOL) & (pl.col(\"timestamp\") >= START) & (pl.col(\"timestamp\") <= END)\n", " )\n", " .sort(\"timestamp\")\n", " .select([\"timestamp\", \"open\", \"high\", \"low\", \"close\", \"volume\"])\n", ")\n", "\n", "print(\n", " f\"SPY OHLCV: {len(spy):,} trading days ({spy['timestamp'].min()} to {spy['timestamp'].max()})\"\n", ")" ] }, { "cell_type": "markdown", "id": "39ddd75a", "metadata": { "papermill": { "duration": 0.002126, "end_time": "2026-06-13T03:36:13.754742+00:00", "exception": false, "start_time": "2026-06-13T03:36:13.752616+00:00", "status": "completed" } }, "source": [ "# Part 1 — Heterogeneous Autoregressive (HAR) Model\n", "\n", "The HAR model (Corsi, 2009) decomposes realized volatility into daily, weekly,\n", "and monthly components, capturing the heterogeneous behavior of market\n", "participants operating at different horizons:\n", "\n", "$$RV_{t+1}^{(d)} = c + \\beta_d \\, RV_t^{(d)} + \\beta_w \\, RV_t^{(w)} + \\beta_m \\, RV_t^{(m)} + \\varepsilon_{t+1}$$\n", "\n", "where $RV^{(d)}$, $RV^{(w)}$, $RV^{(m)}$ are realized volatility averaged over\n", "1, 5, and 22 days respectively." ] }, { "cell_type": "markdown", "id": "d44835ec", "metadata": { "papermill": { "duration": 0.001985, "end_time": "2026-06-13T03:36:13.758757+00:00", "exception": false, "start_time": "2026-06-13T03:36:13.756772+00:00", "status": "completed" } }, "source": [ "### Realized Volatility from Intraday Returns\n", "\n", "The canonical RV measure is the sum of squared intraday returns. With minute\n", "bars from the NASDAQ-100 case study, we compute **true realized volatility**\n", "rather than relying on daily proxies. This is the standard academic approach\n", "(Andersen and Bollerslev 1998).\n", "\n", "$$RV_t = \\sum_{i=1}^{M} r_{t,i}^2$$\n", "\n", "where $r_{t,i}$ is the $i$-th intraday return on day $t$ and $M$ is the\n", "number of intraday intervals (here: 1-minute bars during regular hours)." ] }, { "cell_type": "code", "execution_count": 4, "id": "717a5e48", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:13.763357Z", "iopub.status.busy": "2026-06-13T03:36:13.763276Z", "iopub.status.idle": "2026-06-13T03:36:13.887435Z", "shell.execute_reply": "2026-06-13T03:36:13.886939Z" }, "papermill": { "duration": 0.12715, "end_time": "2026-06-13T03:36:13.887919+00:00", "exception": false, "start_time": "2026-06-13T03:36:13.760769+00:00", "status": "completed" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "AAPL minute bars: 196,950 observations\n", "Date range: 2020-01-02 to 2021-12-31\n", "Trading days: 505\n" ] } ], "source": [ "# Load minute bars (regular trading hours only: 09:30–16:00)\n", "\n", "intraday = (\n", " load_nasdaq100_bars(\n", " symbols=[INTRADAY_SYMBOL],\n", " include_microstructure=True,\n", " lazy=True,\n", " )\n", " .filter((pl.col(\"time\") >= \"09:30\") & (pl.col(\"time\") < \"16:00\"))\n", " .select([\"date\", \"symbol\", \"time\", \"vwap\", \"volume\"])\n", " .collect()\n", " .sort([\"date\", \"time\"])\n", ")\n", "\n", "print(f\"{INTRADAY_SYMBOL} minute bars: {len(intraday):,} observations\")\n", "print(f\"Date range: {intraday['date'].min()} to {intraday['date'].max()}\")\n", "print(f\"Trading days: {intraday['date'].n_unique()}\")" ] }, { "cell_type": "code", "execution_count": 5, "id": "ef8438ed", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:13.892975Z", "iopub.status.busy": "2026-06-13T03:36:13.892889Z", "iopub.status.idle": "2026-06-13T03:36:13.904584Z", "shell.execute_reply": "2026-06-13T03:36:13.904079Z" }, "papermill": { "duration": 0.014668, "end_time": "2026-06-13T03:36:13.904851+00:00", "exception": false, "start_time": "2026-06-13T03:36:13.890183+00:00", "status": "completed" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Intraday RV computed: 505 trading days\n", "Mean annualized RV: 0.2146\n" ] } ], "source": [ "# Compute true realized volatility: sum of squared 1-minute log returns per day\n", "intraday_rv = (\n", " intraday.with_columns(\n", " log_ret=pl.col(\"vwap\").log().diff().over(\"date\"),\n", " )\n", " .drop_nulls(subset=[\"log_ret\"])\n", " .group_by(\"date\")\n", " .agg(\n", " # Daily RV = sum of squared intraday returns, annualized\n", " rv_intraday=(pl.col(\"log_ret\").pow(2).sum() * 252).sqrt(),\n", " n_bars=pl.col(\"log_ret\").count(),\n", " )\n", " .sort(\"date\")\n", " .filter(pl.col(\"n_bars\") >= MIN_BARS_PER_DAY)\n", ")\n", "\n", "print(f\"Intraday RV computed: {len(intraday_rv):,} trading days\")\n", "rv_mean = intraday_rv[\"rv_intraday\"].mean()\n", "print(f\"Mean annualized RV: {rv_mean:.4f}\" if rv_mean is not None else \"No full trading days\")" ] }, { "cell_type": "code", "execution_count": 6, "id": "47ea240a", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:13.909857Z", "iopub.status.busy": "2026-06-13T03:36:13.909776Z", "iopub.status.idle": "2026-06-13T03:36:14.057533Z", "shell.execute_reply": "2026-06-13T03:36:14.057104Z" }, "papermill": { "duration": 0.150736, "end_time": "2026-06-13T03:36:14.057853+00:00", "exception": false, "start_time": "2026-06-13T03:36:13.907117+00:00", "status": "completed" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize intraday RV\n", "fig, axes = plt.subplots(2, 1, figsize=(14, 6), sharex=True)\n", "\n", "rv_pd = intraday_rv.to_pandas().set_index(\"date\")\n", "\n", "ax = axes[0]\n", "ax.plot(rv_pd.index, rv_pd[\"rv_intraday\"], linewidth=0.6)\n", "ax.set_title(f\"True Realized Volatility — {INTRADAY_SYMBOL} (Sum of Squared 1-Min Returns)\")\n", "ax.set_ylabel(\"Annualized RV\")\n", "\n", "# 21-day moving average for smoother view\n", "ax = axes[1]\n", "rv_smooth = rv_pd[\"rv_intraday\"].rolling(21).mean()\n", "ax.plot(rv_pd.index, rv_smooth, linewidth=1.0)\n", "ax.set_title(\"21-Day Moving Average of Realized Volatility\")\n", "ax.set_ylabel(\"Annualized RV\")\n", "ax.set_xlabel(\"Date\")\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "59585e1a", "metadata": { "papermill": { "duration": 0.002494, "end_time": "2026-06-13T03:36:14.062876+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.060382+00:00", "status": "completed" } }, "source": [ "The intraday RV series shows the characteristic volatility clustering and\n", "mean-reversion that the HAR model is designed to capture. We use this as\n", "the primary RV input for the HAR demonstration below.\n", "\n", "For the HAR model estimation on SPY (which requires a longer history than\n", "the 2020–2021 intraday window), we use range-based estimators as a fallback." ] }, { "cell_type": "markdown", "id": "e145f3ad", "metadata": { "lines_to_next_cell": 2, "papermill": { "duration": 0.00232, "end_time": "2026-06-13T03:36:14.067546+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.065226+00:00", "status": "completed" } }, "source": [ "### Fallback: Range-Based Realized Volatility\n", "\n", "When intraday data is unavailable — as for longer histories or less liquid\n", "assets — range-based estimators approximate RV from daily OHLC prices.\n", "These extract more variance information than close-to-close returns\n", "alone (Chapter 8, Section 8.2)." ] }, { "cell_type": "code", "execution_count": 7, "id": "737e69b5", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.073006Z", "iopub.status.busy": "2026-06-13T03:36:14.072904Z", "iopub.status.idle": "2026-06-13T03:36:14.080876Z", "shell.execute_reply": "2026-06-13T03:36:14.080367Z" }, "papermill": { "duration": 0.011274, "end_time": "2026-06-13T03:36:14.081162+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.069888+00:00", "status": "completed" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Range-based RV computed: 4,780 observations\n" ] }, { "data": { "text/html": [ "
\n", "shape: (5, 4)
timestamprv_parkinsonrv_garman_klassrv_cc
datef64f64f64
2006-01-040.059260.0608380.074994
2006-01-050.05320.0600460.009979
2006-01-060.0908890.1020180.131551
2006-01-090.0503640.0528690.040732
2006-01-100.0533680.0491780.016019
" ], "text/plain": [ "shape: (5, 4)\n", "┌────────────┬──────────────┬─────────────────┬──────────┐\n", "│ timestamp ┆ rv_parkinson ┆ rv_garman_klass ┆ rv_cc │\n", "│ --- ┆ --- ┆ --- ┆ --- │\n", "│ date ┆ f64 ┆ f64 ┆ f64 │\n", "╞════════════╪══════════════╪═════════════════╪══════════╡\n", "│ 2006-01-04 ┆ 0.05926 ┆ 0.060838 ┆ 0.074994 │\n", "│ 2006-01-05 ┆ 0.0532 ┆ 0.060046 ┆ 0.009979 │\n", "│ 2006-01-06 ┆ 0.090889 ┆ 0.102018 ┆ 0.131551 │\n", "│ 2006-01-09 ┆ 0.050364 ┆ 0.052869 ┆ 0.040732 │\n", "│ 2006-01-10 ┆ 0.053368 ┆ 0.049178 ┆ 0.016019 │\n", "└────────────┴──────────────┴─────────────────┴──────────┘" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def compute_range_rv(df: pl.DataFrame) -> pl.DataFrame:\n", " \"\"\"Compute range-based realized volatility estimators from OHLCV data.\n", "\n", " Returns DataFrame with Parkinson, Garman-Klass, and close-to-close RV.\n", " \"\"\"\n", " return df.with_columns(\n", " # Log returns (close-to-close)\n", " log_return=pl.col(\"close\").log().diff(),\n", " # Parkinson (1980): uses high-low range\n", " # Var = (1 / 4*ln(2)) * (ln(H/L))^2\n", " rv_parkinson=((pl.col(\"high\") / pl.col(\"low\")).log().pow(2) / (4.0 * np.log(2))).sqrt()\n", " * np.sqrt(252),\n", " # Garman-Klass (1980): uses OHLC\n", " # Var = 0.5 * (ln(H/L))^2 - (2*ln(2) - 1) * (ln(C/O))^2\n", " rv_garman_klass=(\n", " 0.5 * (pl.col(\"high\") / pl.col(\"low\")).log().pow(2)\n", " - (2.0 * np.log(2) - 1.0) * (pl.col(\"close\") / pl.col(\"open\")).log().pow(2)\n", " )\n", " .clip(lower_bound=0)\n", " .sqrt()\n", " * np.sqrt(252),\n", " # Close-to-close squared return (annualized vol proxy)\n", " rv_cc=(pl.col(\"close\").log().diff().pow(2)).sqrt() * np.sqrt(252),\n", " )\n", "\n", "\n", "spy_rv = compute_range_rv(spy).drop_nulls(subset=[\"log_return\"])\n", "print(f\"Range-based RV computed: {len(spy_rv):,} observations\")\n", "spy_rv.select([\"timestamp\", \"rv_parkinson\", \"rv_garman_klass\", \"rv_cc\"]).head(5)" ] }, { "cell_type": "markdown", "id": "fa340e3c", "metadata": { "papermill": { "duration": 0.002448, "end_time": "2026-06-13T03:36:14.086288+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.083840+00:00", "status": "completed" } }, "source": [ "### Compare Estimator Properties\n", "\n", "Parkinson and Garman-Klass are more efficient than close-to-close (they use\n", "intraday range information), producing smoother volatility estimates." ] }, { "cell_type": "code", "execution_count": 8, "id": "e7e97e84", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.091770Z", "iopub.status.busy": "2026-06-13T03:36:14.091650Z", "iopub.status.idle": "2026-06-13T03:36:14.278744Z", "shell.execute_reply": "2026-06-13T03:36:14.278067Z" }, "papermill": { "duration": 0.190514, "end_time": "2026-06-13T03:36:14.279197+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.088683+00:00", "status": "completed" } }, "outputs": [ { "data": { 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 1, figsize=(14, 8), sharex=True)\n", "\n", "# Convert to pandas for plotting\n", "rv_pd = spy_rv.select([\"timestamp\", \"rv_parkinson\", \"rv_garman_klass\", \"rv_cc\"]).to_pandas()\n", "rv_pd.set_index(\"timestamp\", inplace=True)\n", "\n", "# Rolling 21-day average to smooth daily noise\n", "rv_smooth = rv_pd.rolling(21).mean()\n", "\n", "ax = axes[0]\n", "ax.plot(rv_smooth.index, rv_smooth[\"rv_cc\"], label=\"Close-to-Close\", alpha=0.7, linewidth=0.8)\n", "ax.plot(rv_smooth.index, rv_smooth[\"rv_parkinson\"], label=\"Parkinson\", alpha=0.8, linewidth=0.8)\n", "ax.plot(\n", " rv_smooth.index, rv_smooth[\"rv_garman_klass\"], label=\"Garman-Klass\", alpha=0.8, linewidth=0.8\n", ")\n", "ax.set_title(\"Range-Based RV Estimators (21-Day Average, Annualized)\")\n", "ax.set_ylabel(\"Volatility\")\n", "ax.legend()\n", "\n", "# Efficiency ratio: Parkinson vs close-to-close\n", "ax = axes[1]\n", "efficiency = rv_smooth[\"rv_parkinson\"] / rv_smooth[\"rv_cc\"]\n", "ax.plot(rv_smooth.index, efficiency, linewidth=0.8, color=\"purple\")\n", "ax.axhline(1.0, color=\"red\", linestyle=\"--\", linewidth=0.5)\n", "ax.set_title(\"Parkinson / Close-to-Close Ratio\")\n", "ax.set_ylabel(\"Ratio\")\n", "ax.set_xlabel(\"Date\")\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "81ffe6eb", "metadata": { "papermill": { "duration": 0.002965, "end_time": "2026-06-13T03:36:14.285488+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.282523+00:00", "status": "completed" } }, "source": [ "### ml4t-engineer: All Five Estimators in One Call\n", "\n", "The manual implementation above shows how Parkinson and Garman-Klass work\n", "internally. For production use across many symbols, `ml4t-engineer` provides\n", "all five standard range-based estimators as Polars expressions — including\n", "Rogers-Satchell (drift-independent) and Yang-Zhang (combining overnight and\n", "intraday components)." ] }, { "cell_type": "code", "execution_count": 9, "id": "918dbdbe", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.292263Z", "iopub.status.busy": "2026-06-13T03:36:14.292178Z", "iopub.status.idle": "2026-06-13T03:36:14.297366Z", "shell.execute_reply": "2026-06-13T03:36:14.296864Z" }, "papermill": { "duration": 0.009237, "end_time": "2026-06-13T03:36:14.297692+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.288455+00:00", "status": "completed" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "=== Range-Based Volatility Estimators (ml4t-engineer) ===\n", " rv_close : mean=0.1595, std=0.1132\n", " rv_parkinson : mean=0.1306, std=0.0855\n", " rv_gk : mean=0.1322, std=0.0880\n", " rv_rs : mean=0.1339, std=0.0913\n", " rv_yz : mean=0.1639, std=0.1130\n" ] } ], "source": [ "# realized_volatility() expects a returns column, not prices — compute log returns first\n", "spy_rv_ml4t = spy.with_columns(\n", " log_ret=(pl.col(\"close\") / pl.col(\"close\").shift(1)).log(),\n", ").with_columns(\n", " rv_close=realized_volatility(\"log_ret\", period=20),\n", " rv_parkinson=parkinson_volatility(\"high\", \"low\", period=20),\n", " rv_gk=garman_klass_volatility(\"open\", \"high\", \"low\", \"close\", period=20),\n", " rv_rs=rogers_satchell_volatility(\"open\", \"high\", \"low\", \"close\", period=20),\n", " rv_yz=yang_zhang_volatility(\"open\", \"high\", \"low\", \"close\", period=20),\n", ")\n", "\n", "# Compare all estimators\n", "rv_cols = [\"rv_close\", \"rv_parkinson\", \"rv_gk\", \"rv_rs\", \"rv_yz\"]\n", "print(\"=== Range-Based Volatility Estimators (ml4t-engineer) ===\")\n", "for col in rv_cols:\n", " vals = spy_rv_ml4t[col].drop_nulls()\n", " print(f\" {col:<16}: mean={vals.mean():.4f}, std={vals.std():.4f}\")" ] }, { "cell_type": "code", "execution_count": 10, "id": "11a906b0", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.304278Z", "iopub.status.busy": "2026-06-13T03:36:14.304198Z", "iopub.status.idle": "2026-06-13T03:36:14.409523Z", "shell.execute_reply": "2026-06-13T03:36:14.408898Z" }, "papermill": { "duration": 0.109058, "end_time": "2026-06-13T03:36:14.409828+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.300770+00:00", "status": "completed" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(14, 5))\n", "\n", "rv_pd = spy_rv_ml4t.select([\"timestamp\"] + rv_cols).drop_nulls().to_pandas().set_index(\"timestamp\")\n", "# Rolling smooth for readability\n", "rv_smooth = rv_pd.rolling(21).mean()\n", "\n", "for col in rv_cols:\n", " label = col.replace(\"rv_\", \"\").replace(\"_\", \"-\").title()\n", " ax.plot(rv_smooth.index, rv_smooth[col], linewidth=0.8, alpha=0.8, label=label)\n", "\n", "ax.set_title(\"Five Range-Based Volatility Estimators (21-Day Average)\")\n", "ax.set_ylabel(\"Annualized Volatility\")\n", "ax.legend(loc=\"upper left\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "242d23d2", "metadata": { "papermill": { "duration": 0.003477, "end_time": "2026-06-13T03:36:14.417171+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.413694+00:00", "status": "completed" } }, "source": [ "**Interpretation**: Yang-Zhang and Rogers-Satchell are the most efficient\n", "estimators because they account for overnight gaps and drift, respectively.\n", "Close-to-close is the noisiest. The choice of estimator matters most when\n", "data has frequent overnight gaps or when the underlying has non-zero drift." ] }, { "cell_type": "markdown", "id": "c4bcd98e", "metadata": { "lines_to_next_cell": 2, "papermill": { "duration": 0.00346, "end_time": "2026-06-13T03:36:14.424054+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.420594+00:00", "status": "completed" } }, "source": [ "### Build HAR Regressors\n", "\n", "The HAR model uses three horizons of averaged RV as predictors:\n", "- $RV^{(d)}_t$: daily (1-day) — captures intraday trader behavior\n", "- $RV^{(w)}_t$: weekly average (5-day) — captures medium-term investors\n", "- $RV^{(m)}_t$: monthly average (22-day) — captures institutional rebalancers" ] }, { "cell_type": "code", "execution_count": 11, "id": "0d0e0ffe", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.431845Z", "iopub.status.busy": "2026-06-13T03:36:14.431744Z", "iopub.status.idle": "2026-06-13T03:36:14.436121Z", "shell.execute_reply": "2026-06-13T03:36:14.435769Z" }, "papermill": { "duration": 0.008814, "end_time": "2026-06-13T03:36:14.436370+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.427556+00:00", "status": "completed" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "HAR dataset: 4,758 observations\n" ] }, { "data": { "text/html": [ "
\n", "shape: (5, 6)
timestamprvrv_dailyrv_weeklyrv_monthlyrv_target
datef64f64f64f64f64
2006-02-060.05450.1969790.0841890.0783360.0545
2006-02-070.0873050.05450.0870580.0780480.087305
2006-02-080.212890.0873050.0911380.0792870.21289
2006-02-090.1012110.212890.1248960.0843260.101211
2006-02-100.1484240.1012110.1305770.0865240.148424
" ], "text/plain": [ "shape: (5, 6)\n", "┌────────────┬──────────┬──────────┬───────────┬────────────┬───────────┐\n", "│ timestamp ┆ rv ┆ rv_daily ┆ rv_weekly ┆ rv_monthly ┆ rv_target │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ date ┆ f64 ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", "╞════════════╪══════════╪══════════╪═══════════╪════════════╪═══════════╡\n", "│ 2006-02-06 ┆ 0.0545 ┆ 0.196979 ┆ 0.084189 ┆ 0.078336 ┆ 0.0545 │\n", "│ 2006-02-07 ┆ 0.087305 ┆ 0.0545 ┆ 0.087058 ┆ 0.078048 ┆ 0.087305 │\n", "│ 2006-02-08 ┆ 0.21289 ┆ 0.087305 ┆ 0.091138 ┆ 0.079287 ┆ 0.21289 │\n", "│ 2006-02-09 ┆ 0.101211 ┆ 0.21289 ┆ 0.124896 ┆ 0.084326 ┆ 0.101211 │\n", "│ 2006-02-10 ┆ 0.148424 ┆ 0.101211 ┆ 0.130577 ┆ 0.086524 ┆ 0.148424 │\n", "└────────────┴──────────┴──────────┴───────────┴────────────┴───────────┘" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def build_har_features(rv_series: pl.Series, timestamps: pl.Series) -> pl.DataFrame:\n", " \"\"\"Build HAR regressors from a daily RV series.\n", "\n", " Returns DataFrame with daily, weekly, monthly RV and next-day target.\n", " \"\"\"\n", " df = pl.DataFrame({\"timestamp\": timestamps, \"rv\": rv_series})\n", "\n", " har = df.with_columns(\n", " # Daily RV (lagged 1 day to avoid lookahead)\n", " rv_daily=pl.col(\"rv\").shift(1),\n", " # Weekly average: mean of past 5 days (lagged)\n", " rv_weekly=pl.col(\"rv\").shift(1).rolling_mean(5),\n", " # Monthly average: mean of past 22 days (lagged)\n", " rv_monthly=pl.col(\"rv\").shift(1).rolling_mean(22),\n", " # Target: next-day RV\n", " rv_target=pl.col(\"rv\"),\n", " ).drop_nulls()\n", "\n", " return har\n", "\n", "\n", "# Use Garman-Klass as primary RV estimator\n", "har_data = build_har_features(spy_rv[\"rv_garman_klass\"], spy_rv[\"timestamp\"])\n", "print(f\"HAR dataset: {len(har_data):,} observations\")\n", "har_data.head(5)" ] }, { "cell_type": "markdown", "id": "78e2f636", "metadata": { "lines_to_next_cell": 2, "papermill": { "duration": 0.003496, "end_time": "2026-06-13T03:36:14.443584+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.440088+00:00", "status": "completed" } }, "source": [ "### Estimate HAR via OLS\n", "\n", "The HAR model is a simple OLS regression despite its time-series motivation.\n", "The $\\beta$ coefficients reveal which horizon dominates current volatility." ] }, { "cell_type": "code", "execution_count": 12, "id": "121a478c", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.451009Z", "iopub.status.busy": "2026-06-13T03:36:14.450917Z", "iopub.status.idle": "2026-06-13T03:36:14.458206Z", "shell.execute_reply": "2026-06-13T03:36:14.457894Z" }, "papermill": { "duration": 0.01164, "end_time": "2026-06-13T03:36:14.458567+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.446927+00:00", "status": "completed" } }, "outputs": [ { "data": { "text/html": [ "
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parameterestimatestd_errt_stat
0Intercept0.0093950.0017025.518850
1beta_daily0.3083560.01727817.847244
2beta_weekly0.4283170.02810515.239661
3beta_monthly0.1861290.0239867.760040
\n", "
" ], "text/plain": [ " parameter estimate std_err t_stat\n", "0 Intercept 0.009395 0.001702 5.518850\n", "1 beta_daily 0.308356 0.017278 17.847244\n", "2 beta_weekly 0.428317 0.028105 15.239661\n", "3 beta_monthly 0.186129 0.023986 7.760040" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "R²: 0.6062\n", "Daily contribution: 0.308\n", "Weekly contribution: 0.428\n", "Monthly contribution: 0.186\n" ] } ], "source": [ "def fit_har(df: pl.DataFrame) -> dict:\n", " \"\"\"Fit HAR model via OLS and return coefficients + diagnostics.\"\"\"\n", " y = df[\"rv_target\"].to_numpy()\n", " X = np.column_stack(\n", " [\n", " np.ones(len(df)),\n", " df[\"rv_daily\"].to_numpy(),\n", " df[\"rv_weekly\"].to_numpy(),\n", " df[\"rv_monthly\"].to_numpy(),\n", " ]\n", " )\n", "\n", " # OLS: beta = (X'X)^{-1} X'y\n", " beta = np.linalg.lstsq(X, y, rcond=None)[0]\n", " y_hat = X @ beta\n", " residuals = y - y_hat\n", " ss_res = np.sum(residuals**2)\n", " ss_tot = np.sum((y - y.mean()) ** 2)\n", " r_squared = 1 - ss_res / ss_tot\n", "\n", " # Standard errors\n", " n, k = X.shape\n", " mse = ss_res / (n - k)\n", " se = np.sqrt(np.diag(mse * np.linalg.inv(X.T @ X)))\n", " t_stats = beta / se\n", "\n", " return {\n", " \"intercept\": beta[0],\n", " \"beta_daily\": beta[1],\n", " \"beta_weekly\": beta[2],\n", " \"beta_monthly\": beta[3],\n", " \"r_squared\": r_squared,\n", " \"se\": se,\n", " \"t_stats\": t_stats,\n", " \"y_hat\": y_hat,\n", " \"residuals\": residuals,\n", " }\n", "\n", "\n", "har_result = fit_har(har_data)\n", "\n", "names = [\"Intercept\", \"beta_daily\", \"beta_weekly\", \"beta_monthly\"]\n", "horizons = [\"daily\", \"weekly\", \"monthly\"]\n", "har_param_rows = []\n", "for i, name in enumerate(names):\n", " coef = har_result[\"intercept\"] if i == 0 else har_result[f\"beta_{horizons[i - 1]}\"]\n", " har_param_rows.append(\n", " {\n", " \"parameter\": name,\n", " \"estimate\": coef,\n", " \"std_err\": har_result[\"se\"][i],\n", " \"t_stat\": har_result[\"t_stats\"][i],\n", " }\n", " )\n", "display(pd.DataFrame(har_param_rows))\n", "\n", "print(f\"R²: {har_result['r_squared']:.4f}\")\n", "print(f\"Daily contribution: {har_result['beta_daily']:.3f}\")\n", "print(f\"Weekly contribution: {har_result['beta_weekly']:.3f}\")\n", "print(f\"Monthly contribution: {har_result['beta_monthly']:.3f}\")" ] }, { "cell_type": "markdown", "id": "6ac73e5a", "metadata": { "papermill": { "duration": 0.003733, "end_time": "2026-06-13T03:36:14.466073+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.462340+00:00", "status": "completed" } }, "source": [ "**Interpretation**: The $\\beta$ coefficients decompose the sources of volatility\n", "persistence. A large $\\beta_m$ indicates that long-term (institutional) dynamics\n", "dominate; a large $\\beta_d$ indicates that short-term shocks drive volatility.\n", "This decomposition is what makes HAR more interpretable than GARCH for\n", "understanding *why* volatility is at its current level." ] }, { "cell_type": "markdown", "id": "28a2c648", "metadata": { "papermill": { "duration": 0.003503, "end_time": "2026-06-13T03:36:14.473127+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.469624+00:00", "status": "completed" } }, "source": [ "### HAR vs GARCH Comparison\n", "\n", "HAR uses multi-horizon decomposition; GARCH(1,1) uses a single exponential\n", "decay. We compare their out-of-sample forecast accuracy." ] }, { "cell_type": "code", "execution_count": 13, "id": "ffd2015d", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.480996Z", "iopub.status.busy": "2026-06-13T03:36:14.480870Z", "iopub.status.idle": "2026-06-13T03:36:14.536421Z", "shell.execute_reply": "2026-06-13T03:36:14.536040Z" }, "papermill": { "duration": 0.060485, "end_time": "2026-06-13T03:36:14.537126+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.476641+00:00", "status": "completed" } }, "outputs": [], "source": [ "from arch import arch_model\n", "\n", "# Split into train/test\n", "n = len(har_data)\n", "train_frac = 0.7\n", "n_train = int(n * train_frac)\n", "\n", "train_data = har_data.head(n_train)\n", "test_data = har_data.tail(n - n_train)\n", "\n", "# HAR forecast on test set (coefficients fit on the training window only)\n", "har_fit = fit_har(train_data)\n", "X_test = np.column_stack(\n", " [\n", " np.ones(len(test_data)),\n", " test_data[\"rv_daily\"].to_numpy(),\n", " test_data[\"rv_weekly\"].to_numpy(),\n", " test_data[\"rv_monthly\"].to_numpy(),\n", " ]\n", ")\n", "har_forecast = X_test @ np.array(\n", " [\n", " har_fit[\"intercept\"],\n", " har_fit[\"beta_daily\"],\n", " har_fit[\"beta_weekly\"],\n", " har_fit[\"beta_monthly\"],\n", " ]\n", ")" ] }, { "cell_type": "code", "execution_count": 14, "id": "1f0b75b1", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.545813Z", "iopub.status.busy": "2026-06-13T03:36:14.545552Z", "iopub.status.idle": "2026-06-13T03:36:14.561029Z", "shell.execute_reply": "2026-06-13T03:36:14.560647Z" }, "papermill": { "duration": 0.020483, "end_time": "2026-06-13T03:36:14.561540+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.541057+00:00", "status": "completed" } }, "outputs": [], "source": [ "# GARCH(1,1) forecast\n", "returns_pct = spy_rv[\"log_return\"].to_numpy() * 100 # Scale for GARCH\n", "returns_pd = pd.Series(\n", " returns_pct,\n", " index=pd.DatetimeIndex(spy_rv[\"timestamp\"].to_list()),\n", " name=\"returns\",\n", ")\n", "\n", "garch_model = arch_model(returns_pd.iloc[: n_train + 22], mean=\"Constant\", vol=\"GARCH\", p=1, q=1)\n", "garch_fit = garch_model.fit(disp=\"off\")\n", "garch_cond_vol = garch_fit.conditional_volatility * np.sqrt(252) / 100 # Annualized, unscale\n", "\n", "# Align lengths for comparison\n", "test_rv = test_data[\"rv_target\"].to_numpy()\n", "test_dates = test_data[\"timestamp\"].to_list()\n", "\n", "# GARCH forecast is from the same period\n", "garch_test = garch_cond_vol.values[-len(test_rv) :]\n", "if len(garch_test) < len(test_rv):\n", " # Pad with last value if needed\n", " garch_test = np.pad(garch_test, (len(test_rv) - len(garch_test), 0), mode=\"edge\")\n", "garch_test = garch_test[: len(test_rv)]\n", "\n", "# Compute RMSE\n", "rmse_har = np.sqrt(np.mean((har_forecast - test_rv) ** 2))\n", "rmse_garch = np.sqrt(np.mean((garch_test - test_rv) ** 2))\n", "mae_har = np.mean(np.abs(har_forecast - test_rv))\n", "mae_garch = np.mean(np.abs(garch_test - test_rv))" ] }, { "cell_type": "code", "execution_count": 15, "id": "1ef6de87", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.570187Z", "iopub.status.busy": "2026-06-13T03:36:14.570069Z", "iopub.status.idle": "2026-06-13T03:36:14.574164Z", "shell.execute_reply": "2026-06-13T03:36:14.573683Z" }, "papermill": { "duration": 0.009039, "end_time": "2026-06-13T03:36:14.574485+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.565446+00:00", "status": "completed" } }, "outputs": [ { "data": { "text/html": [ "
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metricHARGARCH
0RMSE0.0613450.110654
1MAE0.0405200.074284
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" ], "text/plain": [ " metric HAR GARCH\n", "0 RMSE 0.061345 0.110654\n", "1 MAE 0.040520 0.074284" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(\n", " pd.DataFrame(\n", " {\n", " \"metric\": [\"RMSE\", \"MAE\"],\n", " \"HAR\": [rmse_har, mae_har],\n", " \"GARCH\": [rmse_garch, mae_garch],\n", " }\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": 16, "id": "9cca15da", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.582764Z", "iopub.status.busy": "2026-06-13T03:36:14.582672Z", "iopub.status.idle": "2026-06-13T03:36:14.750574Z", "shell.execute_reply": "2026-06-13T03:36:14.750106Z" }, "papermill": { "duration": 0.172622, "end_time": "2026-06-13T03:36:14.751008+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.578386+00:00", "status": "completed" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 1, figsize=(14, 8), sharex=True)\n", "\n", "ax = axes[0]\n", "ax.plot(test_dates, test_rv, label=\"Actual RV\", alpha=0.5, linewidth=0.5)\n", "ax.plot(test_dates, har_forecast, label=\"HAR\", linewidth=1)\n", "ax.plot(test_dates, garch_test, label=\"GARCH\", linewidth=1, alpha=0.8)\n", "ax.set_title(\"HAR vs GARCH: Out-of-Sample Volatility Forecasts\")\n", "ax.set_ylabel(\"Realized Volatility (ann.)\")\n", "ax.legend()\n", "\n", "# Forecast errors\n", "ax = axes[1]\n", "ax.plot(test_dates, har_forecast - test_rv, label=\"HAR Error\", linewidth=0.5, alpha=0.7)\n", "ax.plot(test_dates, garch_test - test_rv, label=\"GARCH Error\", linewidth=0.5, alpha=0.7)\n", "ax.axhline(0, color=\"black\", linestyle=\"--\", linewidth=0.5)\n", "ax.set_title(\"Forecast Errors\")\n", "ax.set_ylabel(\"Error\")\n", "ax.legend()\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "5a7645f9", "metadata": { "papermill": { "duration": 0.00407, "end_time": "2026-06-13T03:36:14.759726+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.755656+00:00", "status": "completed" } }, "source": [ "### Rolling HAR Estimation\n", "\n", "In production, re-estimate HAR coefficients periodically on a rolling window.\n", "The $\\beta$ coefficients themselves become slowly varying features that indicate\n", "which horizon dominates current volatility dynamics." ] }, { "cell_type": "code", "execution_count": 17, "id": "96d57b70", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.768648Z", "iopub.status.busy": "2026-06-13T03:36:14.768535Z", "iopub.status.idle": "2026-06-13T03:36:14.933056Z", "shell.execute_reply": "2026-06-13T03:36:14.932631Z" }, "papermill": { "duration": 0.169571, "end_time": "2026-06-13T03:36:14.933379+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.763808+00:00", "status": "completed" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "WINDOW = 504 # ~2 years of training data\n", "STEP = 22 # Re-estimate monthly\n", "\n", "rolling_betas = []\n", "rolling_dates = []\n", "\n", "for start in range(0, len(har_data) - WINDOW, STEP):\n", " window_data = har_data.slice(start, WINDOW)\n", " result = fit_har(window_data)\n", " mid_date = window_data[\"timestamp\"][WINDOW // 2]\n", " rolling_betas.append(\n", " {\n", " \"timestamp\": window_data[\"timestamp\"][-1],\n", " \"beta_daily\": result[\"beta_daily\"],\n", " \"beta_weekly\": result[\"beta_weekly\"],\n", " \"beta_monthly\": result[\"beta_monthly\"],\n", " \"r_squared\": result[\"r_squared\"],\n", " }\n", " )\n", "\n", "rolling_df = pl.DataFrame(rolling_betas)\n", "\n", "fig, axes = plt.subplots(2, 1, figsize=(14, 7), sharex=True)\n", "\n", "roll_pd = rolling_df.to_pandas().set_index(\"timestamp\")\n", "\n", "ax = axes[0]\n", "ax.plot(roll_pd.index, roll_pd[\"beta_daily\"], label=\"β_daily\", linewidth=1)\n", "ax.plot(roll_pd.index, roll_pd[\"beta_weekly\"], label=\"β_weekly\", linewidth=1)\n", "ax.plot(roll_pd.index, roll_pd[\"beta_monthly\"], label=\"β_monthly\", linewidth=1)\n", "ax.set_title(\"Rolling HAR Coefficients (2-Year Window)\")\n", "ax.set_ylabel(\"β Coefficient\")\n", "ax.legend()\n", "\n", "ax = axes[1]\n", "ax.fill_between(roll_pd.index, 0, roll_pd[\"r_squared\"], alpha=0.3)\n", "ax.plot(roll_pd.index, roll_pd[\"r_squared\"], linewidth=1)\n", "ax.set_title(\"Rolling HAR R²\")\n", "ax.set_ylabel(\"R²\")\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c1df340b", "metadata": { "papermill": { "duration": 0.007346, "end_time": "2026-06-13T03:36:14.946983+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.939637+00:00", "status": "completed" } }, "source": [ "### Vol Term Structure Feature\n", "\n", "The ratio of short-term to long-term RV captures the shape of the volatility\n", "term structure — a feature that indicates whether volatility is expected to\n", "rise (backwardation) or fall (contango)." ] }, { "cell_type": "code", "execution_count": 18, "id": "62ccc129", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.962446Z", "iopub.status.busy": "2026-06-13T03:36:14.962323Z", "iopub.status.idle": "2026-06-13T03:36:14.966467Z", "shell.execute_reply": "2026-06-13T03:36:14.966044Z" }, "papermill": { "duration": 0.012427, "end_time": "2026-06-13T03:36:14.967080+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.954653+00:00", "status": "completed" } }, "outputs": [], "source": [ "vol_term = (\n", " spy_rv.with_columns(\n", " rv_d=pl.col(\"rv_garman_klass\"),\n", " rv_w=pl.col(\"rv_garman_klass\").rolling_mean(5),\n", " rv_m=pl.col(\"rv_garman_klass\").rolling_mean(22),\n", " )\n", " .with_columns(\n", " # Term structure: daily / monthly ratio\n", " vol_term_structure=pl.col(\"rv_d\") / pl.col(\"rv_m\"),\n", " )\n", " .drop_nulls(subset=[\"vol_term_structure\"])\n", ")\n", "\n", "vt_pd = vol_term.select([\"timestamp\", \"vol_term_structure\"]).to_pandas().set_index(\"timestamp\")" ] }, { "cell_type": "code", "execution_count": 19, "id": "2ffd54aa", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:14.981811Z", "iopub.status.busy": "2026-06-13T03:36:14.981593Z", "iopub.status.idle": "2026-06-13T03:36:15.101533Z", "shell.execute_reply": "2026-06-13T03:36:15.101127Z" }, "papermill": { "duration": 0.128138, "end_time": "2026-06-13T03:36:15.101941+00:00", "exception": false, "start_time": "2026-06-13T03:36:14.973803+00:00", "status": "completed" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(14, 4))\n", "ax.plot(vt_pd.index, vt_pd[\"vol_term_structure\"], linewidth=0.5, alpha=0.5)\n", "ax.plot(vt_pd.index, vt_pd[\"vol_term_structure\"].rolling(21).mean(), linewidth=1, color=\"red\")\n", "ax.axhline(1.0, color=\"black\", linestyle=\"--\", linewidth=0.5)\n", "ax.set_title(\"Volatility Term Structure (Daily / Monthly RV)\")\n", "ax.set_ylabel(\"Ratio\")\n", "ax.set_xlabel(\"Date\")\n", "ax.fill_between(\n", " vt_pd.index,\n", " 1.0,\n", " vt_pd[\"vol_term_structure\"].rolling(21).mean(),\n", " where=vt_pd[\"vol_term_structure\"].rolling(21).mean() > 1.0,\n", " alpha=0.2,\n", " color=\"red\",\n", " label=\"Backwardation (short > long)\",\n", ")\n", "ax.fill_between(\n", " vt_pd.index,\n", " 1.0,\n", " vt_pd[\"vol_term_structure\"].rolling(21).mean(),\n", " where=vt_pd[\"vol_term_structure\"].rolling(21).mean() <= 1.0,\n", " alpha=0.2,\n", " color=\"blue\",\n", " label=\"Contango (short < long)\",\n", ")\n", "ax.legend(loc=\"upper right\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "2f31782e", "metadata": { "papermill": { "duration": 0.005575, "end_time": "2026-06-13T03:36:15.114243+00:00", "exception": false, "start_time": "2026-06-13T03:36:15.108668+00:00", "status": "completed" } }, "source": [ "# Part 2 — Hurst Exponent and Rough Volatility\n", "\n", "The Hurst exponent $H \\in (0, 1)$ measures the scaling behavior of increments:\n", "\n", "- $H < 0.5$: anti-persistent (rough) — increments negatively correlated\n", "- $H = 0.5$: Brownian motion — uncorrelated increments\n", "- $H > 0.5$: persistent (trending) — increments positively correlated\n", "\n", "Applied to **returns**, $H$ distinguishes trending from mean-reverting regimes.\n", "Applied to **log-volatility**, $H \\approx 0.1$ reveals the \"rough volatility\"\n", "phenomenon (Gatheral, Jaisson, and Rosenbaum, 2018)." ] }, { "cell_type": "markdown", "id": "444149f9", "metadata": { "lines_to_next_cell": 2, "papermill": { "duration": 0.005495, "end_time": "2026-06-13T03:36:15.125105+00:00", "exception": false, "start_time": "2026-06-13T03:36:15.119610+00:00", "status": "completed" } }, "source": [ "### Rescaled Range (R/S) Analysis\n", "\n", "The classic method for estimating $H$. For a time series of length $n$:\n", "1. Divide into windows of size $s$\n", "2. In each window, compute the range $R$ of cumulative deviations from the mean\n", "3. Normalize by the standard deviation $S$\n", "4. The scaling relationship $\\mathbb{E}[R/S] \\sim s^H$ gives the Hurst exponent" ] }, { "cell_type": "code", "execution_count": 20, "id": "6539ed65", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:15.136585Z", "iopub.status.busy": "2026-06-13T03:36:15.136479Z", "iopub.status.idle": "2026-06-13T03:36:15.139781Z", "shell.execute_reply": "2026-06-13T03:36:15.139296Z" }, "lines_to_next_cell": 2, "papermill": { "duration": 0.009832, "end_time": "2026-06-13T03:36:15.140178+00:00", "exception": false, "start_time": "2026-06-13T03:36:15.130346+00:00", "status": "completed" } }, "outputs": [], "source": [ "def rescaled_range(series: np.ndarray, min_window: int = 20, max_window: int = None) -> tuple:\n", " \"\"\"Compute R/S statistic across multiple window sizes.\n", "\n", " Returns (log_sizes, log_rs, H, intercept) where H is the Hurst exponent.\n", " \"\"\"\n", " n = len(series)\n", " if max_window is None:\n", " max_window = n // 4\n", "\n", " # Window sizes: powers of 2 and intermediate values\n", " sizes = []\n", " s = min_window\n", " while s <= max_window:\n", " sizes.append(s)\n", " s = int(s * 1.5) # ~50% increments for good coverage\n", " sizes = sorted(set(sizes))\n", "\n", " log_sizes = []\n", " log_rs = []\n", "\n", " for s in sizes:\n", " n_windows = n // s\n", " if n_windows < 2:\n", " continue\n", "\n", " rs_values = []\n", " for i in range(n_windows):\n", " window = series[i * s : (i + 1) * s]\n", " mean = window.mean()\n", " deviations = np.cumsum(window - mean)\n", " R = deviations.max() - deviations.min()\n", " S = window.std(ddof=1)\n", " if S > 0:\n", " rs_values.append(R / S)\n", "\n", " if rs_values:\n", " log_sizes.append(np.log(s))\n", " log_rs.append(np.log(np.mean(rs_values)))\n", "\n", " log_sizes = np.array(log_sizes)\n", " log_rs = np.array(log_rs)\n", "\n", " # Linear regression: log(R/S) = H * log(s) + c\n", " slope, intercept, r_value, p_value, std_err = stats.linregress(log_sizes, log_rs)\n", "\n", " return log_sizes, log_rs, slope, intercept, r_value**2" ] }, { "cell_type": "markdown", "id": "dab16be8", "metadata": { "lines_to_next_cell": 2, "papermill": { "duration": 0.005357, "end_time": "2026-06-13T03:36:15.153930+00:00", "exception": false, "start_time": "2026-06-13T03:36:15.148573+00:00", "status": "completed" } }, "source": [ "### Detrended Fluctuation Analysis (DFA)\n", "\n", "DFA is more robust than R/S for non-stationary series. It removes local trends\n", "before computing fluctuations:\n", "1. Compute the cumulative sum (profile) of the mean-centered series\n", "2. Divide into windows, fit a local polynomial trend in each\n", "3. Compute the RMS of residuals (fluctuation function $F(s)$)\n", "4. The scaling $F(s) \\sim s^\\alpha$ gives the DFA exponent $\\alpha \\approx H$" ] }, { "cell_type": "code", "execution_count": 21, "id": "f58ea086", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:15.165695Z", "iopub.status.busy": "2026-06-13T03:36:15.165564Z", "iopub.status.idle": "2026-06-13T03:36:15.170450Z", "shell.execute_reply": "2026-06-13T03:36:15.169787Z" }, "papermill": { "duration": 0.011454, "end_time": "2026-06-13T03:36:15.170778+00:00", "exception": false, "start_time": "2026-06-13T03:36:15.159324+00:00", "status": "completed" } }, "outputs": [], "source": [ "def dfa(series: np.ndarray, min_window: int = 10, max_window: int = None, order: int = 1) -> tuple:\n", " \"\"\"Detrended Fluctuation Analysis.\n", "\n", " Returns (log_sizes, log_F, alpha) where alpha ≈ H.\n", " \"\"\"\n", " n = len(series)\n", " if max_window is None:\n", " max_window = n // 4\n", "\n", " # Cumulative sum (profile)\n", " profile = np.cumsum(series - series.mean())\n", "\n", " sizes = []\n", " s = min_window\n", " while s <= max_window:\n", " sizes.append(s)\n", " s = int(s * 1.5)\n", " sizes = sorted(set(sizes))\n", "\n", " log_sizes = []\n", " log_F = []\n", "\n", " for s in sizes:\n", " n_windows = n // s\n", " if n_windows < 2:\n", " continue\n", "\n", " fluctuations = []\n", " for i in range(n_windows):\n", " segment = profile[i * s : (i + 1) * s]\n", " x = np.arange(s)\n", " # Fit polynomial trend\n", " coeffs = np.polyfit(x, segment, order)\n", " trend = np.polyval(coeffs, x)\n", " residual = segment - trend\n", " fluctuations.append(np.sqrt(np.mean(residual**2)))\n", "\n", " if fluctuations:\n", " log_sizes.append(np.log(s))\n", " log_F.append(np.log(np.mean(fluctuations)))\n", "\n", " log_sizes = np.array(log_sizes)\n", " log_F = np.array(log_F)\n", "\n", " slope, intercept, r_value, p_value, std_err = stats.linregress(log_sizes, log_F)\n", "\n", " return log_sizes, log_F, slope, intercept, r_value**2" ] }, { "cell_type": "markdown", "id": "3ca75809", "metadata": { "papermill": { "duration": 0.005294, "end_time": "2026-06-13T03:36:15.181650+00:00", "exception": false, "start_time": "2026-06-13T03:36:15.176356+00:00", "status": "completed" } }, "source": [ "### Hurst Exponent on Returns vs Log-Volatility\n", "\n", "We compute $H$ on two series to demonstrate different behaviors:\n", "- **Returns**: typically $H \\approx 0.5$ (near random walk), with deviations\n", " indicating trending ($H > 0.5$) or mean-reverting ($H < 0.5$) regimes\n", "- **Log-volatility**: typically $H \\approx 0.1$ (rough), meaning volatility\n", " spikes are bursty — they arrive suddenly and decay quickly" ] }, { "cell_type": "code", "execution_count": 22, "id": "a682be43", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:15.193328Z", "iopub.status.busy": "2026-06-13T03:36:15.193193Z", "iopub.status.idle": "2026-06-13T03:36:15.266343Z", "shell.execute_reply": "2026-06-13T03:36:15.265981Z" }, "papermill": { "duration": 0.079689, "end_time": "2026-06-13T03:36:15.266656+00:00", "exception": false, "start_time": "2026-06-13T03:36:15.186967+00:00", "status": "completed" } }, "outputs": [ { "data": { "text/html": [ "
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seriesH_RSR²_RSH_DFAR²_DFA
0Returns0.5295750.9982210.5049770.995419
1Log-Vol Increments0.2335860.9905060.1229430.987224
\n", "
" ], "text/plain": [ " series H_RS R²_RS H_DFA R²_DFA\n", "0 Returns 0.529575 0.998221 0.504977 0.995419\n", "1 Log-Vol Increments 0.233586 0.990506 0.122943 0.987224" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Returns H ≈ 0.5 confirms near-random-walk behavior.\n", "Log-vol increments H < 0.5 confirms rough volatility (anti-persistent increments).\n" ] } ], "source": [ "returns_np = spy_rv[\"log_return\"].to_numpy()\n", "# Log-volatility from Garman-Klass — use increments for roughness\n", "log_vol_level = np.log(spy_rv[\"rv_garman_klass\"].to_numpy().clip(min=1e-10))\n", "log_vol_incr = np.diff(log_vol_level) # Increments of log-vol\n", "\n", "# R/S analysis on returns\n", "rs_sizes_ret, rs_rs_ret, H_rs_ret, _, r2_rs_ret = rescaled_range(returns_np)\n", "# R/S on log-vol increments (roughness)\n", "rs_sizes_vol, rs_rs_vol, H_rs_vol, _, r2_rs_vol = rescaled_range(log_vol_incr)\n", "\n", "# DFA on returns\n", "dfa_sizes_ret, dfa_F_ret, H_dfa_ret, _, r2_dfa_ret = dfa(returns_np)\n", "# DFA on log-vol increments\n", "dfa_sizes_vol, dfa_F_vol, H_dfa_vol, _, r2_dfa_vol = dfa(log_vol_incr)\n", "\n", "display(\n", " pd.DataFrame(\n", " [\n", " {\n", " \"series\": \"Returns\",\n", " \"H_RS\": H_rs_ret,\n", " \"R²_RS\": r2_rs_ret,\n", " \"H_DFA\": H_dfa_ret,\n", " \"R²_DFA\": r2_dfa_ret,\n", " },\n", " {\n", " \"series\": \"Log-Vol Increments\",\n", " \"H_RS\": H_rs_vol,\n", " \"R²_RS\": r2_rs_vol,\n", " \"H_DFA\": H_dfa_vol,\n", " \"R²_DFA\": r2_dfa_vol,\n", " },\n", " ]\n", " )\n", ")\n", "print(\"Returns H ≈ 0.5 confirms near-random-walk behavior.\")\n", "print(\"Log-vol increments H < 0.5 confirms rough volatility (anti-persistent increments).\")" ] }, { "cell_type": "code", "execution_count": 23, "id": "208aea1c", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:15.278945Z", "iopub.status.busy": "2026-06-13T03:36:15.278825Z", "iopub.status.idle": "2026-06-13T03:36:15.482994Z", "shell.execute_reply": "2026-06-13T03:36:15.480541Z" }, "papermill": { "duration": 0.210749, "end_time": "2026-06-13T03:36:15.483399+00:00", "exception": false, "start_time": "2026-06-13T03:36:15.272650+00:00", "status": "completed" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 2, figsize=(12, 10))\n", "\n", "# R/S: Returns\n", "ax = axes[0, 0]\n", "ax.scatter(rs_sizes_ret, rs_rs_ret, s=20, zorder=5)\n", "ax.plot(\n", " rs_sizes_ret,\n", " H_rs_ret * rs_sizes_ret + (rs_rs_ret[0] - H_rs_ret * rs_sizes_ret[0]),\n", " \"r--\",\n", " label=f\"H = {H_rs_ret:.3f}\",\n", ")\n", "ax.set_title(\"R/S Analysis — Returns\")\n", "ax.set_xlabel(\"log(window size)\")\n", "ax.set_ylabel(\"log(R/S)\")\n", "ax.legend()\n", "\n", "# R/S: Log-Volatility\n", "ax = axes[0, 1]\n", "ax.scatter(rs_sizes_vol, rs_rs_vol, s=20, zorder=5)\n", "ax.plot(\n", " rs_sizes_vol,\n", " H_rs_vol * rs_sizes_vol + (rs_rs_vol[0] - H_rs_vol * rs_sizes_vol[0]),\n", " \"r--\",\n", " label=f\"H = {H_rs_vol:.3f}\",\n", ")\n", "ax.set_title(\"R/S Analysis — Log-Volatility\")\n", "ax.set_xlabel(\"log(window size)\")\n", "ax.set_ylabel(\"log(R/S)\")\n", "ax.legend()\n", "\n", "# DFA: Returns\n", "ax = axes[1, 0]\n", "ax.scatter(dfa_sizes_ret, dfa_F_ret, s=20, zorder=5)\n", "ax.plot(\n", " dfa_sizes_ret,\n", " H_dfa_ret * dfa_sizes_ret + (dfa_F_ret[0] - H_dfa_ret * dfa_sizes_ret[0]),\n", " \"r--\",\n", " label=f\"α = {H_dfa_ret:.3f}\",\n", ")\n", "ax.set_title(\"DFA — Returns\")\n", "ax.set_xlabel(\"log(window size)\")\n", "ax.set_ylabel(\"log(F(s))\")\n", "ax.legend()\n", "\n", "# DFA: Log-Volatility\n", "ax = axes[1, 1]\n", "ax.scatter(dfa_sizes_vol, dfa_F_vol, s=20, zorder=5)\n", "ax.plot(\n", " dfa_sizes_vol,\n", " H_dfa_vol * dfa_sizes_vol + (dfa_F_vol[0] - H_dfa_vol * dfa_sizes_vol[0]),\n", " \"r--\",\n", " label=f\"α = {H_dfa_vol:.3f}\",\n", ")\n", "ax.set_title(\"DFA — Log-Volatility\")\n", "ax.set_xlabel(\"log(window size)\")\n", "ax.set_ylabel(\"log(F(s))\")\n", "ax.legend()\n", "\n", "plt.suptitle(\"Hurst Exponent: Returns (H ≈ 0.5) vs Log-Vol (H ≈ 0.1)\", y=1.02)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "7b895807", "metadata": { "papermill": { "duration": 0.005843, "end_time": "2026-06-13T03:36:15.495436+00:00", "exception": false, "start_time": "2026-06-13T03:36:15.489593+00:00", "status": "completed" } }, "source": [ "### Rolling Hurst Exponent\n", "\n", "The Hurst exponent varies over time. Computing it on 252-day rolling windows\n", "produces a slowly varying feature that indicates regime shifts:\n", "- **Returns H > 0.5**: trending regime (momentum strategies favored)\n", "- **Returns H < 0.5**: mean-reverting regime (reversal strategies favored)\n", "- **Log-vol H dropping**: increasing roughness, vol spikes decaying faster" ] }, { "cell_type": "code", "execution_count": 24, "id": "eabc9311", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:15.508172Z", "iopub.status.busy": "2026-06-13T03:36:15.508065Z", "iopub.status.idle": "2026-06-13T03:36:18.389567Z", "shell.execute_reply": "2026-06-13T03:36:18.388860Z" }, "papermill": { "duration": 2.888655, "end_time": "2026-06-13T03:36:18.389969+00:00", "exception": false, "start_time": "2026-06-13T03:36:15.501314+00:00", "status": "completed" } }, "outputs": [], "source": [ "HURST_WINDOW = 252\n", "HURST_STEP = 5 # Compute every 5 days to reduce cost\n", "\n", "rolling_hurst = []\n", "\n", "for end in range(HURST_WINDOW, len(returns_np), HURST_STEP):\n", " window_ret = returns_np[end - HURST_WINDOW : end]\n", " window_vol = log_vol_incr[max(0, end - HURST_WINDOW - 1) : end - 1]\n", "\n", " # DFA is more robust than R/S for shorter windows\n", " _, _, h_ret, _, _ = dfa(window_ret, min_window=10, max_window=HURST_WINDOW // 4)\n", " _, _, h_vol, _, _ = dfa(window_vol, min_window=10, max_window=HURST_WINDOW // 4)\n", "\n", " rolling_hurst.append(\n", " {\n", " \"timestamp\": spy_rv[\"timestamp\"][end],\n", " \"hurst_returns\": h_ret,\n", " \"roughness_h\": h_vol,\n", " }\n", " )\n", "\n", "hurst_df = pl.DataFrame(rolling_hurst)\n", "hurst_pd = hurst_df.to_pandas().set_index(\"timestamp\")" ] }, { "cell_type": "code", "execution_count": 25, "id": "3ead1f6b", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:18.404116Z", "iopub.status.busy": "2026-06-13T03:36:18.403970Z", "iopub.status.idle": "2026-06-13T03:36:18.582860Z", "shell.execute_reply": "2026-06-13T03:36:18.582329Z" }, "papermill": { "duration": 0.186237, "end_time": "2026-06-13T03:36:18.583230+00:00", "exception": false, "start_time": "2026-06-13T03:36:18.396993+00:00", "status": "completed" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 1, figsize=(14, 8), sharex=True)\n", "\n", "ax = axes[0]\n", "ax.plot(hurst_pd.index, hurst_pd[\"hurst_returns\"], linewidth=0.8)\n", "ax.axhline(0.5, color=\"red\", linestyle=\"--\", linewidth=0.5, label=\"H = 0.5 (random walk)\")\n", "ax.fill_between(\n", " hurst_pd.index,\n", " 0.5,\n", " hurst_pd[\"hurst_returns\"],\n", " where=hurst_pd[\"hurst_returns\"] > 0.5,\n", " alpha=0.2,\n", " color=\"green\",\n", " label=\"Trending\",\n", ")\n", "ax.fill_between(\n", " hurst_pd.index,\n", " 0.5,\n", " hurst_pd[\"hurst_returns\"],\n", " where=hurst_pd[\"hurst_returns\"] <= 0.5,\n", " alpha=0.2,\n", " color=\"orange\",\n", " label=\"Mean-reverting\",\n", ")\n", "ax.set_title(\"Rolling Hurst Exponent — Returns (DFA, 252-Day Window)\")\n", "ax.set_ylabel(\"H\")\n", "ax.legend(loc=\"upper right\")\n", "\n", "ax = axes[1]\n", "ax.plot(hurst_pd.index, hurst_pd[\"roughness_h\"], linewidth=0.8, color=\"purple\")\n", "ax.axhline(0.5, color=\"red\", linestyle=\"--\", linewidth=0.5, label=\"H = 0.5\")\n", "ax.axhline(0.1, color=\"blue\", linestyle=\":\", linewidth=0.5, label=\"H = 0.1 (rough)\")\n", "ax.set_title(\"Rolling Roughness — Log-Volatility (DFA, 252-Day Window)\")\n", "ax.set_ylabel(\"H\")\n", "ax.set_xlabel(\"Date\")\n", "ax.legend(loc=\"upper right\")\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b7e8fe3e", "metadata": { "papermill": { "duration": 0.006577, "end_time": "2026-06-13T03:36:18.596998+00:00", "exception": false, "start_time": "2026-06-13T03:36:18.590421+00:00", "status": "completed" } }, "source": [ "**Interpretation**: The returns Hurst exponent fluctuates around 0.5, with\n", "sustained departures indicating regime changes. The log-volatility Hurst stays\n", "well below 0.5, confirming the rough-volatility phenomenon empirically. When\n", "roughness $H$ drops further (toward 0.05–0.1), volatility spikes are more\n", "bursty and GARCH-based forecasts — which assume smooth dynamics — may\n", "underestimate the speed of vol decay after a spike." ] }, { "cell_type": "markdown", "id": "f56a3414", "metadata": { "papermill": { "duration": 0.006309, "end_time": "2026-06-13T03:36:18.610096+00:00", "exception": false, "start_time": "2026-06-13T03:36:18.603787+00:00", "status": "completed" } }, "source": [ "### ml4t-engineer: Hurst Exponent as a Polars Expression\n", "\n", "The manual R/S and DFA implementations above total ~100 lines of NumPy code.\n", "For production pipelines, `hurst_exponent()` computes a rolling Hurst estimate\n", "as a single Polars expression — suitable for `with_columns()` across\n", "many symbols." ] }, { "cell_type": "code", "execution_count": 26, "id": "ceee31d5", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:18.623632Z", "iopub.status.busy": "2026-06-13T03:36:18.623509Z", "iopub.status.idle": "2026-06-13T03:36:19.576191Z", "shell.execute_reply": "2026-06-13T03:36:19.575742Z" }, "papermill": { "duration": 0.96051, "end_time": "2026-06-13T03:36:19.576876+00:00", "exception": false, "start_time": "2026-06-13T03:36:18.616366+00:00", "status": "completed" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ml4t-engineer Hurst: mean=0.598, std=0.041, min=0.488, max=0.713\n" ] } ], "source": [ "spy_hurst = spy.with_columns(\n", " hurst=hurst_exponent(\"close\", period=252),\n", ")\n", "\n", "hurst_vals = spy_hurst[\"hurst\"].drop_nulls()\n", "print(\n", " f\"ml4t-engineer Hurst: mean={hurst_vals.mean():.3f}, \"\n", " f\"std={hurst_vals.std():.3f}, \"\n", " f\"min={hurst_vals.min():.3f}, max={hurst_vals.max():.3f}\"\n", ")" ] }, { "cell_type": "markdown", "id": "92a299ec", "metadata": { "papermill": { "duration": 0.006814, "end_time": "2026-06-13T03:36:19.591186+00:00", "exception": false, "start_time": "2026-06-13T03:36:19.584372+00:00", "status": "completed" } }, "source": [ "**Note**: The library call above applies R/S analysis to **close prices**,\n", "while the manual DFA computation earlier used **returns** and **log-volatility\n", "increments**. These are different inputs and will produce different Hurst\n", "estimates — the close-price version measures persistence in levels, while the\n", "returns version measures persistence in changes. Use the manual implementation\n", "to understand the methodology and to apply it to the appropriate series; use\n", "the library expression for multi-symbol pipelines when the R/S-on-prices\n", "approximation is acceptable." ] }, { "cell_type": "markdown", "id": "66b040fb", "metadata": { "papermill": { "duration": 0.006781, "end_time": "2026-06-13T03:36:19.604647+00:00", "exception": false, "start_time": "2026-06-13T03:36:19.597866+00:00", "status": "completed" } }, "source": [ "## Feature Catalog: HAR and Hurst Features\n", "\n", "| Feature | Source | Computation | Update |\n", "|---------|--------|-------------|--------|\n", "| `rv_daily` | Range-based | Garman-Klass daily | Daily |\n", "| `rv_weekly` | Range-based | 5-day average | Daily |\n", "| `rv_monthly` | Range-based | 22-day average | Daily |\n", "| `daily_contribution` | HAR | β_d coefficient | Weekly/monthly |\n", "| `monthly_contribution` | HAR | β_m coefficient | Weekly/monthly |\n", "| `vol_term_structure` | RV ratios | rv_daily / rv_monthly | Daily |\n", "| `hurst_exponent` | DFA on returns | Rolling 252-day | Weekly |\n", "| `roughness_h` | DFA on log-vol | Rolling 252-day | Weekly |" ] }, { "cell_type": "markdown", "id": "325df831", "metadata": { "lines_to_next_cell": 2, "papermill": { "duration": 0.006591, "end_time": "2026-06-13T03:36:19.617696+00:00", "exception": false, "start_time": "2026-06-13T03:36:19.611105+00:00", "status": "completed" } }, "source": [ "## Multi-Asset Application\n", "\n", "Compute HAR features and Hurst exponents across multiple ETFs to show\n", "cross-sectional variation in volatility dynamics." ] }, { "cell_type": "code", "execution_count": 27, "id": "823bb983", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:19.631317Z", "iopub.status.busy": "2026-06-13T03:36:19.631201Z", "iopub.status.idle": "2026-06-13T03:36:26.966626Z", "shell.execute_reply": "2026-06-13T03:36:26.965848Z" }, "papermill": { "duration": 7.342895, "end_time": "2026-06-13T03:36:26.967122+00:00", "exception": false, "start_time": "2026-06-13T03:36:19.624227+00:00", "status": "completed" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Computed features for 100 / 100 symbols\n" ] } ], "source": [ "def compute_features_for_symbol(symbol: str, etf_df: pl.DataFrame) -> dict | None:\n", " \"\"\"Compute HAR and Hurst features for a single symbol.\"\"\"\n", " sym_data = etf_df.filter(pl.col(\"symbol\") == symbol).sort(\"timestamp\")\n", " if len(sym_data) < 600:\n", " return None\n", "\n", " # Range-based RV\n", " sym_rv = compute_range_rv(sym_data).drop_nulls(subset=[\"log_return\"])\n", " if len(sym_rv) < 300:\n", " return None\n", "\n", " # HAR estimation\n", " har = build_har_features(sym_rv[\"rv_garman_klass\"], sym_rv[\"timestamp\"])\n", " if len(har) < 100:\n", " return None\n", "\n", " try:\n", " har_fit = fit_har(har)\n", " except Exception:\n", " return None\n", "\n", " # Full-sample Hurst\n", " returns = sym_rv[\"log_return\"].to_numpy()\n", " log_v = np.log(sym_rv[\"rv_garman_klass\"].to_numpy().clip(min=1e-10))\n", " log_v_incr = np.diff(log_v)\n", "\n", " try:\n", " _, _, h_ret, _, _ = dfa(returns, min_window=10)\n", " _, _, h_vol, _, _ = dfa(log_v_incr, min_window=10)\n", " except Exception:\n", " h_ret, h_vol = np.nan, np.nan\n", "\n", " return {\n", " \"symbol\": symbol,\n", " \"n_obs\": len(sym_rv),\n", " \"beta_daily\": har_fit[\"beta_daily\"],\n", " \"beta_weekly\": har_fit[\"beta_weekly\"],\n", " \"beta_monthly\": har_fit[\"beta_monthly\"],\n", " \"har_r2\": har_fit[\"r_squared\"],\n", " \"hurst_returns\": h_ret,\n", " \"roughness_h\": h_vol,\n", " }\n", "\n", "\n", "# Process all symbols\n", "etf_filtered = etf_data.filter((pl.col(\"timestamp\") >= START) & (pl.col(\"timestamp\") <= END)).sort(\n", " \"timestamp\"\n", ")\n", "\n", "symbols = etf_filtered[\"symbol\"].unique().sort().to_list()\n", "\n", "results = []\n", "for sym in symbols:\n", " r = compute_features_for_symbol(sym, etf_filtered)\n", " if r is not None:\n", " results.append(r)\n", "\n", "multi_df = pl.DataFrame(results)\n", "print(f\"\\nComputed features for {len(multi_df)} / {len(symbols)} symbols\")" ] }, { "cell_type": "code", "execution_count": 28, "id": "956c3783", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:26.982941Z", "iopub.status.busy": "2026-06-13T03:36:26.982772Z", "iopub.status.idle": "2026-06-13T03:36:27.264313Z", "shell.execute_reply": "2026-06-13T03:36:27.263699Z" }, "papermill": { "duration": 0.289785, "end_time": "2026-06-13T03:36:27.264825+00:00", "exception": false, "start_time": "2026-06-13T03:36:26.975040+00:00", "status": "completed" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Subsample to top-N by HAR R² for readability — with ~100 ETFs the barh y-ticks\n", "# collide into a black smear; the cross-sectional pattern is preserved by taking\n", "# the strongest and weakest tails.\n", "TOP_N = 20\n", "multi_pd_full = multi_df.to_pandas().set_index(\"symbol\")\n", "top_by_r2 = multi_pd_full.nlargest(TOP_N, \"har_r2\").sort_values(\"har_r2\")\n", "\n", "fig, axes = plt.subplots(2, 2, figsize=(14, 10))\n", "\n", "# HAR R²\n", "ax = axes[0, 0]\n", "top_by_r2[\"har_r2\"].plot.barh(ax=ax)\n", "ax.set_title(f\"HAR R² — Top {TOP_N} Symbols\")\n", "ax.set_xlabel(\"R²\")\n", "\n", "# Beta decomposition (same subset, same order)\n", "ax = axes[0, 1]\n", "top_by_r2[[\"beta_daily\", \"beta_weekly\", \"beta_monthly\"]].plot.barh(stacked=True, ax=ax)\n", "ax.set_title(f\"HAR β Decomposition — Top {TOP_N} Symbols\")\n", "ax.set_xlabel(\"β Coefficient\")\n", "ax.legend(loc=\"lower right\")\n", "\n", "# Hurst on returns — show full distribution as histogram (universe view)\n", "ax = axes[1, 0]\n", "ax.hist(multi_pd_full[\"hurst_returns\"].dropna(), bins=20, color=\"green\", alpha=0.75)\n", "ax.axvline(0.5, color=\"red\", linestyle=\"--\", linewidth=1.0, label=\"Random walk (H=0.5)\")\n", "ax.set_title(f\"Hurst Exponent — Returns ({len(multi_pd_full)} symbols)\")\n", "ax.set_xlabel(\"H\")\n", "ax.set_ylabel(\"count\")\n", "ax.legend()\n", "\n", "# Roughness on log-vol — distribution view\n", "ax = axes[1, 1]\n", "ax.hist(multi_pd_full[\"roughness_h\"].dropna(), bins=20, color=\"purple\", alpha=0.75)\n", "ax.axvline(0.5, color=\"red\", linestyle=\"--\", linewidth=1.0, label=\"Random walk\")\n", "ax.axvline(0.1, color=\"blue\", linestyle=\":\", linewidth=1.0, label=\"Rough vol (H≈0.1)\")\n", "ax.set_title(f\"Roughness — Log-Volatility ({len(multi_pd_full)} symbols)\")\n", "ax.set_xlabel(\"H\")\n", "ax.set_ylabel(\"count\")\n", "ax.legend()\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c29e39d4", "metadata": { "papermill": { "duration": 0.007084, "end_time": "2026-06-13T03:36:27.279133+00:00", "exception": false, "start_time": "2026-06-13T03:36:27.272049+00:00", "status": "completed" } }, "source": [ "## Save HAR and Hurst Features for Downstream Chapters\n", "\n", "Multi-asset HAR coefficients and Hurst exponents are consumed by:\n", "- Chapter 12: Gradient boosting uses volatility regime features\n", "- Chapter 18: Position sizing depends on volatility horizon decomposition" ] }, { "cell_type": "code", "execution_count": 29, "id": "04d6bd73", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T03:36:27.294042Z", "iopub.status.busy": "2026-06-13T03:36:27.293838Z", "iopub.status.idle": "2026-06-13T03:36:27.298408Z", "shell.execute_reply": "2026-06-13T03:36:27.297938Z" }, "papermill": { "duration": 0.013038, "end_time": "2026-06-13T03:36:27.298923+00:00", "exception": false, "start_time": "2026-06-13T03:36:27.285885+00:00", "status": "completed" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved HAR/Hurst features to case_studies/etfs/models/time_series/har_hurst_features.parquet\n", " Shape: (100, 8)\n", " Symbols: 100\n" ] } ], "source": [ "from utils.paths import REPO_ROOT, get_case_study_dir\n", "\n", "MODEL_DIR = get_case_study_dir(\"etfs\") / \"models\" / \"time_series\"\n", "MODEL_DIR.mkdir(parents=True, exist_ok=True)\n", "\n", "output_path = MODEL_DIR / \"har_hurst_features.parquet\"\n", "multi_df.write_parquet(output_path)\n", "\n", "print(f\"Saved HAR/Hurst features to {output_path}\")\n", "print(f\" Shape: {multi_df.shape}\")\n", "print(f\" Symbols: {len(multi_df)}\")" ] }, { "cell_type": "markdown", "id": "5ca3508b", "metadata": { "papermill": { "duration": 0.006945, "end_time": "2026-06-13T03:36:27.319522+00:00", "exception": false, "start_time": "2026-06-13T03:36:27.312577+00:00", "status": "completed" } }, "source": [ "## Key Takeaways\n", "\n", "1. **HAR decomposes volatility by horizon**: daily, weekly, monthly components\n", " reveal which timescale drives current conditions — more interpretable than\n", " GARCH's single exponential decay\n", "2. **Range-based estimators** (Parkinson, Garman-Klass, Rogers-Satchell,\n", " Yang-Zhang) extract more variance information from OHLC data than\n", " close-to-close returns alone\n", "3. **Hurst exponent on returns** distinguishes trending ($H > 0.5$) from\n", " mean-reverting ($H < 0.5$) regimes — a slowly varying feature for strategy\n", " selection\n", "4. **Rough volatility** ($H \\approx 0.1$ on log-vol) means volatility spikes\n", " are bursty and decay faster than smooth-volatility models predict\n", "5. **Rolling estimation** of both HAR $\\beta$s and Hurst produces time-varying\n", " features; re-estimate weekly to avoid noise\n", "6. **ml4t-engineer** provides all five range-based estimators and\n", " `hurst_exponent()` as Polars expressions — use the manual implementations\n", " to learn, then the library for multi-symbol pipelines\n", "\n", "**Previous**: `08_garch_volatility` for GARCH/EGARCH conditional volatility features.\n", "**Next**: `10_uncertainty_features` for Bayesian uncertainty quantification." ] } ], "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": "3.14.3" }, "papermill": { "default_parameters": {}, "duration": 17.63231, "end_time": "2026-06-13T03:36:28.542791+00:00", "environment_variables": {}, "exception": null, "input_path": "09_model_based_features/09_har_rough_volatility.ipynb", "output_path": "09_model_based_features/09_har_rough_volatility.ipynb", "parameters": {}, "start_time": "2026-06-13T03:36:10.910481+00:00", "version": "2.7.0" }, "jupytext": { "cell_metadata_filter": "tags,-all" }, "ml4t_provenance": { "source_py_blob": "1cf671d5cbaf0d71992f3c9cb15f87008ef8e176", "executed_at": "2026-06-13T03:36:28.782122+00:00", "executor": "cpu-local", "production": true, "parameters": {}, "notes": "executed-state finalization batch (2026-06-13 run)" } }, "nbformat": 4, "nbformat_minor": 5 }