spb/wp7_uqo Public
UQO Working Paper No. 7 — Options-implied information for cross-asset return and volatility prediction: evidence from 3.8B option contracts.
Python 66.5%
TeX 32.7%
Makefile 0.8%
1======================================================================2RQ3: IMPLIED vs REALIZED CORRELATION DIVERGENCE3======================================================================45[Stage 1 skipped — raw stores unavailable]6Raw store 'options.duckdb' not found under /Users/simon-pierreboucher/Desktop/wp7_uqo/data/raw.7These stores (~3.8B option records / 11.5B intraday bars) are kept outside the repository. Point WP7_RAW_DATA_DIR to the directory that contains them, or skip the raw-dependent steps — every downstream analysis runs from the processed parquets in data/processed/.89Loading shipped correlation_divergence.parquet instead.1011--- STRESS PREDICTION REGRESSIONS ---1213 5-day stress prediction: R²=0.2275, N=248614 const : β= 0.3564, t= 42.154 **15 corr_divergence : β= 0.0049, t= 0.000 16 corr_ratio : β= 0.0604, t= 4.071 **17 implied_corr : β= 0.0522, t= 0.000 18 realized_corr : β= 0.0317, t= 0.000 19 spx_iv_atm : β= -0.1313, t= -2.230 *20 vix_close : β= 0.2780, t= 5.271 **2122 10-day stress prediction: R²=0.1555, N=248123 const : β= 0.4929, t= 53.366 **24 corr_divergence : β= -0.0197, t= -0.000 25 corr_ratio : β= 0.1037, t= 8.219 **26 implied_corr : β= 0.0250, t= 0.000 27 realized_corr : β= 0.0317, t= 0.000 28 spx_iv_atm : β= -0.2327, t= -4.066 **29 vix_close : β= 0.3522, t= 6.686 **3031 20-day stress prediction: R²=0.0884, N=247132 const : β= 0.6928, t= 78.082 **33 corr_divergence : β= 0.0056, t= 0.000 34 corr_ratio : β= 0.0438, t= 3.729 **35 implied_corr : β= 0.0133, t= 0.000 36 realized_corr : β= 0.0048, t= 0.000 37 spx_iv_atm : β= -0.3619, t= -7.299 **38 vix_close : β= 0.4487, t= 9.556 **3940--- CORRELATION DIVERGENCE AROUND CRISES ---41 Flash Crash (2010-05-06):42 Pre: IC=0.2227, RC=nan, Div=nan43 Post: IC=0.4040, RC=nan, Div=nan44 Euro Crisis (2011-08-05):45 Pre: IC=0.3129, RC=nan, Div=nan46 Post: IC=0.4685, RC=nan, Div=nan47 China Deval (2015-08-24):48 Pre: IC=0.2309, RC=nan, Div=nan49 Post: IC=0.4891, RC=nan, Div=nan50 Volmageddon (2018-02-05):51 Pre: IC=0.1084, RC=0.2568, Div=-0.148452 Post: IC=0.4358, RC=0.6379, Div=-0.202153 COVID Crash (2020-03-16):54 Pre: IC=0.4728, RC=0.6111, Div=-0.138355 Post: IC=0.6478, RC=0.7878, Div=-0.140056 Meme Stocks (2021-01-27):57 Pre: IC=0.2275, RC=0.1598, Div=0.067758 Post: IC=0.3260, RC=0.3485, Div=-0.022659 Rate Shock (2022-06-13):60 Pre: IC=0.4168, RC=0.5529, Div=-0.136161 Post: IC=0.4472, RC=0.6102, Div=-0.163062 SVB Crisis (2023-03-10):63 Pre: IC=0.3279, RC=0.3273, Div=0.000664 Post: IC=0.3729, RC=0.3709, Div=0.002065 Aug VIX Spike (2024-08-05):66 Pre: IC=0.1382, RC=0.0926, Div=0.045667 Post: IC=0.3160, RC=0.2600, Div=0.05616869RQ3 COMPLETE.70