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"Equity-state edge research -- Phase 4 (vol targeting + curve feedback)"

2026-10-04

·

Generated 2026-10-05 | state-augmented vol targeting (walk-forward from 2008-01-01, holdout >= 2023-01-01, cost 5bps on |dpos|) and equity-curve feedback.

#eqmom -- vol targeting (walk-forward)

variantretsharpemaxDDdownvolCVaR5calmar
BASE+759.5%0.76-45.4%17.9%-2.20%16.72
VT_naive+731.2%0.95-22.2%12.8%-1.68%32.92
VT_state+373.5%0.70-33.6%15.4%-1.58%11.13

#eqmom -- vol targeting (HOLDOUT)

variantretsharpemaxDDdownvolCVaR5calmar
BASE+236.6%1.49-26.0%18.3%-2.48%9.08
VT_naive+156.6%1.49-19.4%13.6%-1.89%8.07
VT_state+73.7%1.20-18.3%11.2%-1.17%4.02

state-VT-vs-naive-VT block-placebo p = 0.950

#flagship -- vol targeting (walk-forward)

variantretsharpemaxDDdownvolCVaR5calmar
BASE+933.8%0.88-30.8%15.4%-1.92%30.32
VT_naive+223.1%0.73-17.3%9.2%-1.23%12.88
VT_state+210.9%0.73-16.8%8.8%-1.17%12.58

#flagship -- vol targeting (HOLDOUT)

variantretsharpemaxDDdownvolCVaR5calmar
BASE+193.8%1.62-18.3%13.1%-1.57%10.58
VT_naive+121.9%1.55-14.5%10.1%-1.44%8.42
VT_state+115.7%1.54-14.2%9.7%-1.38%8.15

state-VT-vs-naive-VT block-placebo p = 0.550

#Equity-curve feedback (spec 11)

Lagged own-equity-curve stats vs own forward 21d return/vol/drawdown; partial controls the market state index. BH q across all tests.

sleevefeaturetargetICIC OOSpartial vs stateqstatus
eqmomdvolvol21+0.522+0.412+0.4802.18e-19INTERESTING
eqmomddvol21-0.224+0.273-0.1380.00147WEAK
flagshiproll_sharpefwd21-0.039-0.265-0.0410.907FAILED
eqmomac1fwd21-0.032-0.257-0.0320.907FAILED
flagshipddfwd21-0.225-0.247-0.2327.25e-05INTERESTING
flagshiphit63fwd21-0.018-0.244-0.0170.908FAILED
eqmomroll_sharpevol21+0.035+0.213+0.1170.907FAILED
flagshiproll_sharpevol21+0.066-0.212+0.1760.767FAILED
flagshipret40vol21-0.002-0.189+0.0730.981FAILED
eqmomret40vol21+0.126+0.186+0.1680.152FAILED
flagshipdvolvol21+0.622+0.184+0.5909.85e-29INTERESTING
flagshipac1fwd21+0.061-0.182+0.0630.706FAILED
flagshipret40fwd21-0.032-0.171-0.0310.907FAILED
flagshipdvolfwd21+0.225+0.166+0.2237.25e-05INTERESTING
flagshipddvol21-0.324-0.145-0.2581.54e-06INTERESTING
flagshipac1vol21-0.052-0.134-0.0330.907FAILED
flagshipret20vol21+0.017-0.129+0.0640.946FAILED
eqmomhit63vol21+0.180+0.119+0.1620.0177INTERESTING
eqmomroll_sharpefwd21-0.026-0.109-0.0270.907FAILED
eqmomret10vol21-0.011-0.108-0.0170.946FAILED
flagshipret20fwd21-0.056-0.105-0.0570.765FAILED
eqmomret5vol21-0.041-0.103-0.0510.907FAILED
eqmomhit63fwd21+0.002+0.099-0.0170.981FAILED
eqmomddfwd21-0.123-0.073-0.1100.0763WEAK
flagshiphit63vol21+0.086-0.052+0.1500.581FAILED
flagshipret10fwd21-0.032-0.051-0.0330.907FAILED
flagshipret5fwd21-0.022-0.045-0.0240.907FAILED
eqmomdvolfwd21+0.127-0.040+0.1190.0667WEAK
flagshipret5vol21+0.014-0.040+0.0200.946FAILED
eqmomret10fwd21-0.020+0.030-0.0280.907FAILED

#Verdict

  • eqmom walk-forward Sharpe: BASE 0.76, naive-VT 0.95, state-VT 0.70; placebo p=0.95.
  • flagship walk-forward Sharpe: BASE 0.88, naive-VT 0.73, state-VT 0.73; placebo p=0.55.
  • Equity-curve: 6 feature-target pairs pass the robust gate (q<0.05, sign-stable, |OOS IC|>=0.05) out of 36.

State-augmented vol targeting: REJECTED. The state index does not improve a vol-target overlay over a plain EWMA vol target (block-placebo p=0.95 eqmom, 0.55 flagship; state-VT Sharpe is actually lower for eqmom). The incremental forward-vol information from Phase 1/2 does not convert into a better overlay once a simple trailing vol estimate is in the model.

Byproduct (not an equity-state result): plain EWMA vol targeting on eqmom materially improves walk-forward risk (Sharpe 0.76 -> 0.95, maxDD -45% -> -22%), but the holdout Sharpe is flat (1.49) with a large return give-back - worth separate investigation, independent of market state.

Equity-curve feedback: REJECTED for returns. No own-curve feature robustly times forward returns incrementally over the market-state index; the surviving pairs are risk-clustering artefacts (downside vol -> future vol) or drawdown persistence (flagship deeper drawdown -> lower forward return) - diagnostics, not tradeable timing.

Recommendation: DO NOT PURSUE any equity-state overlay on the existing sleeves. Equity-state variables remain useful only as an observe-only fragility monitor.

All trading described is paper (simulated). Not investment advice.

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