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  • Label: 21d demeaned forward return; exposure ∝ RL long-prob
  • Base: residual-momentum top-50, H21, 10bps
  • Split: IS < 2016-01-01 (RL train), OOS >=
VariantSegRetSharpeMaxDDdays
base EW top-50IS+220.4%0.72-66.0%2363
base EW top-50OOS+1272.3%1.47-34.4%2667
base x RL convictionIS+0.0%0.000.0%2363
base x RL convictionOOS+4344.6%1.68-33.5%2667

Controls

  • Paired bootstrap OOS (RL - base): p = 0.000
  • Weight-shuffle placebo: mean OOS SR 1.41, p(SR >= RL 1.68) = 0.005
  • RL long-prob mean OOS 0.157