← all research
STUDY

"Panel Pooled Walk-Forward Validation"

2026-08-13

Generated: 2026-08-13 16:26

Pool: 500 names | split seed 20260812 (300/100/100) | 2006-08-14 -> 2026-08-12 | INTRADAY LABEL y=open[t+1]->close[t+1] (variant 3)

Per-fold results

FoldYearsTradesMean bp/daytpPFRet
2009-08-14 -> 2010-08-142009-20101379-10.6-1.581.14e-010.25-12.4%
2010-08-14 -> 2011-08-142010-2011918-9.0-1.321.87e-010.50-10.9%
2011-08-14 -> 2012-08-142011-20121230-13.9-2.292.21e-020.44-13.4%
2012-08-14 -> 2013-08-142012-20131111-15.1-3.514.56e-040.17-14.9%
2013-08-14 -> 2014-08-142013-2014838-8.2-2.103.59e-020.68-2.2%
2014-08-14 -> 2015-08-142014-2015868-5.1-1.202.29e-010.96-3.7%
2015-08-14 -> 2016-08-142015-2016946-4.0-0.635.30e-010.32-2.8%
2016-08-14 -> 2017-08-142016-2017793-7.3-2.677.53e-039.58-4.5%
2017-08-14 -> 2018-08-142017-2018848-8.4-1.797.37e-020.11-4.8%
2018-08-14 -> 2019-08-142018-2019987-6.2-1.023.07e-012.06-8.2%
2019-08-14 -> 2020-08-142019-20201260-10.7-0.943.45e-010.68-2.8%
2020-08-14 -> 2021-08-142020-2021947-13.1-2.687.27e-031.52-2.4%
2021-08-14 -> 2022-08-142021-20221122-1.0-0.129.04e-010.16-2.7%
2022-08-14 -> 2023-08-142022-20231071-4.2-0.635.30e-010.32-3.3%
2023-08-14 -> 2024-08-142023-2024745-9.9-1.955.16e-021.18-2.5%
2024-08-14 -> 2025-08-142024-20251112-8.1-1.321.86e-010.71-1.5%
2025-08-14 -> 2026-08-122025-20261015-8.6-1.846.57e-020.67-1.2%

Per-year vs SPY (net of costs)

YearPanelSPYExcess
2009-5.0%+13.0%-18.0%
2010-10.7%+13.7%-24.4%
2011-0.0%+2.4%-2.5%
2012+0.0%+13.5%-13.5%
2013+0.0%+26.6%-26.6%
2014+0.0%+11.3%-11.3%
2015+0.0%+0.4%-0.4%
2016+0.0%+10.1%-10.1%
2017+0.0%+18.0%-18.0%
2018+0.0%-5.1%+5.1%
2019+0.0%+26.1%-26.1%
2020+0.0%+20.7%-20.7%
2021+0.0%+24.8%-24.8%
2022+0.0%-18.7%+18.7%
2023+0.0%+22.6%-22.6%
2024+0.0%+21.7%-21.7%
2025+0.0%+17.0%-17.0%
2026+0.0%+12.8%-12.8%

Verdict (pre-committed gates)

DEPLOY: NO