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Add Cyber Monday trading window analyses and update documentation
Key Changes: - Add COMPREHENSIVE_CYBER_MONDAY_ANALYSIS.md: 374 stocks, 8,510 observations, 10 statistically significant - Add COMPARISON_CYBER_MONDAY_VS_THANKSGIVING.md: Side-by-side window comparison - Add 3 Cyber Monday config files (DJIA, NASDAQ-100, S&P 500) with days_after=4 - Update README.md to document both trading windows (Thanksgiving vs Cyber Monday) - Preserve all original Thanksgiving analyses on main branch Analysis Details: - Cyber Monday window extends to capture full e-commerce momentum (Monday after Thanksgiving) - UNH shows strongest signal: p=0.001 (DJIA), 84% win rate, +2.80% median return - 10 of 374 stocks reach statistical significance after Benjamini-Hochberg FDR correction - Extended window shows higher returns but also higher volatility vs. traditional Black Friday exit Technical Notes: - Original Thanksgiving configs unchanged (days_after=1) - Same statistical framework (Wilcoxon + BH FDR correction) - All original analysis files preserved and untouched
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