Full Factor IC Test

FactorIC MeanICIRp-valueLong-ShortSignal
Momentum+0.2241+2.700.000-8.07%⭐ Monotone
Volatility+0.1320+1.050.000-7.61%⭐
Size+0.0479+1.250.000-2.06%⭐
EP-0.0624-0.740.000+3.87%⭐
FCF Yield-0.0589-1.430.000+3.04%⭐
ROE-0.0414-1.230.000+1.11%⭐
BP+0.0056+0.080.635+0.82%—

Key Takeaways

  1. Momentum dominates: ICIR +2.70 with perfect monotonicity and -8.07% long-short spread. Strong momentum stocks continue crushing weak ones — textbook trend-continuation environment.

  2. Value factors collectively reversing: EP, FCF Yield, ROE all show significantly negative ICs. The market is abandoning low-valuation names and chasing growth/momentum. Classic growth > value regime.

  3. Volatility factor (Vol): ICIR +1.05 — high-volatility stocks outperforming low-vol, consistent with rising risk appetite.

  4. BP neutralized: Book-to-price ICIR at +0.08 with p-value 0.635. Completely useless in this environment.

  5. Anomaly scan: All factors within normal ranges — no extreme anomalies detected.

Factor IC

Sector Momentum Decomposition

SectorIC MeanICIRLong-ShortMonotone
Information Technology+0.524+2.58-28.54%⭐ Monotone
Industrials+0.266+2.88-7.14%⭐ Monotone
Financials+0.309+2.63-7.19%—
Consumer Discretionary+0.252+2.11-6.21%⭐ Monotone
Consumer Staples+0.209+1.34-4.67%—
Utilities+0.199+1.01-0.63%—
Real Estate+0.124+0.84-3.83%—
Health Care-0.128-1.21+7.51%—

Sector Commentary

  • IT momentum extremely divergent: ICIR +2.58 with -28.54% long-short spread. Top names crushing laggards within tech — stock selection matters more than timing here.
  • Industrials/Financials follow closely: Both ICIR >2.6 with strong trend continuation. Industrials benefiting from reshoring narrative; financials from rate environment.
  • Health Care contrarian: Only sector with negative IC (-0.128), suggesting defensive rotation into lower-momentum healthcare names.
  • Defensive sectors (Staples/Utilities): Modest ICIR 1.0-1.3, lacking the trend strength of offensive sectors.

Sector Momentum