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STUDY

"Panel Pooled Walk-Forward Validation"

2026-08-13

Generated: 2026-08-13 12:18

Pool: 500 names | split seed 20260812 (300/100/100) | 2006-08-14 -> 2026-08-12 | PANEL-M V1: 5-DAY FORWARD LABEL y=close[t+5]/close[t]-1 (open entries)

Per-fold results

FoldYearsTradesMean bp/daytpPFRet
2009-08-14 -> 2010-08-142009-20101022-11.8-1.601.10e-010.41-15.0%
2010-08-14 -> 2011-08-142010-2011894-9.3-1.331.83e-010.67-11.5%
2011-08-14 -> 2012-08-142011-20121204-15.3-2.638.58e-030.50-16.4%
2012-08-14 -> 2013-08-142012-2013941-12.8-3.251.17e-030.04-10.0%
2013-08-14 -> 2014-08-142013-2014758-9.4-2.401.64e-020.51-5.1%
2014-08-14 -> 2015-08-142014-2015836-5.3-1.262.06e-010.17-4.2%
2015-08-14 -> 2016-08-142015-2016976-4.3-0.684.95e-010.59-3.5%
2016-08-14 -> 2017-08-142016-2017725-5.8-2.133.32e-020.48-0.7%
2017-08-14 -> 2018-08-142017-2018761-8.1-1.787.46e-020.13-3.9%
2018-08-14 -> 2019-08-142018-2019754-6.0-0.973.34e-010.71-7.6%
2019-08-14 -> 2020-08-142019-20201097-11.4-1.013.12e-010.11-4.4%
2020-08-14 -> 2021-08-142020-20211031-13.4-2.716.70e-031.41-3.2%
2021-08-14 -> 2022-08-142021-20221260-0.9-0.119.09e-010.53-2.6%
2022-08-14 -> 2023-08-142022-20231004-3.8-0.585.63e-010.61-2.3%
2023-08-14 -> 2024-08-142023-2024913-9.7-1.905.79e-020.70-1.8%
2024-08-14 -> 2025-08-142024-20251098-8.1-1.311.89e-010.78-1.7%
2025-08-14 -> 2026-08-122025-20261081-8.6-1.846.57e-020.69-1.2%

Per-year vs SPY (net of costs)

YearPanelSPYExcess
2009-8.0%+13.0%-21.0%
2010-7.5%+13.7%-21.2%
2011+0.0%+2.4%-2.4%
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