Full Factor IC Test

FactorMean ICICIRp-valueLong-ShortDirection
Momentum (MOM)+0.2241+2.6966 ⭐0.0000-8.07%Strong Positive
Volatility (VOL)+0.1320+1.0508 ⭐0.0000-7.61%Positive
Size (SIZE)+0.0479+1.2497 ⭐0.0000-2.06%Positive
Book/Price (BP)+0.0056+0.07750.6355+0.82%Not Significant
ROE-0.0414-1.2298 ⭐0.0000+1.11%Negative
FCF Yield-0.0589-1.4256 ⭐0.0000+3.04%Negative
Earnings Yield (EP)-0.0624-0.7418 ⭐0.0001+3.87%Negative

Key Takeaways:

  • Momentum dominates — ICIR +2.70 is the strongest across all factors, but long-short return is -8.07%, signaling a classic momentum reversal: prior winners are being sold off.
  • Value factors all dead — EP (-0.74), FCF Yield (-1.43), ROE (-1.23) all show significant negative IC. The market doesn’t care about fundamentals right now.
  • Volatility & Size positive — High-vol small caps are generating excess returns, a hallmark of elevated risk appetite.
  • Anomaly check: all clear — No factor shows extreme deviation from historical ranges.

Factor IC

Sector Momentum Breakdown

SectorMean ICICIRLong-ShortTrend
Info Tech+0.5240+2.5836 ⭐-28.54%🔥 Strongest
Financials+0.3094+2.6260 ⭐-7.19%Strong
Industrials+0.2659+2.8780 ⭐-7.14%Strong
Cons. Discretionary+0.2522+2.1104 ⭐-6.21%Positive
Utilities+0.1993+1.0065 ⭐-0.63%Weak
Cons. Staples+0.2088+1.3410 ⭐-4.67%Positive
Real Estate+0.1242+0.8397 ⭐-3.83%Weak
Health Care-0.1280-1.2058 ⭐+7.51%🔄 Only Reversal

Sector Momentum Key Judgment:

  • Info Tech momentum IC at +0.524 but long-short -28.54% — prior tech winners are experiencing violent mean reversion. Classic anti-momentum signal.
  • Health Care is the only negative IC sector — IC -0.1280, long-short +7.51%, prior laggards are bouncing.
  • Financials and Industrials follow tech — similar pattern of prior winners pulling back.

Sector Momentum

Overall Assessment

Momentum reversal signal is clear. Market-wide momentum IC is positive but long-short returns are negative, indicating capital rotation out of prior winners (Tech, Financials) into prior laggards (Health Care). Value factors’ complete failure reinforces the “fundamentals don’t matter, sentiment-driven” market regime.

Strategy implications: Avoid chasing tech in the short term; monitor Health Care rebound sustainability; stay away from value strategies until EP/FCF IC turns positive.