Data date: 2026-06-08 06:35 CST | Holding period: 21 trading days | Universe: S&P 500 constituents

Cross-Sectional Factor IC Test

FactorIC MeanICIRp-valueIC+ RateQ1→Q5 L/S
Momentum (mom)0.2242.70<0.001100%-8.07%
Volatility (vol)0.1321.05<0.00179.5%-7.61%
Size0.0481.25<0.00187.2%-2.06%
Book/Price (bp)0.0060.080.63546.2%0.82%
ROE-0.041-1.23<0.00112.8%1.11%
Earnings Yield (EP)-0.062-0.74<0.00117.9%3.87%
FCF Yield-0.059-1.43<0.0017.7%3.04%

Key Findings

  • Momentum continues to dominate: IC mean 0.224, ICIR 2.70, 100% positive IC across all 39 observations. Q5 portfolio monthly return +7.95%, Q1 at -0.12%, long-short spread -8.07% (short-side advantage).
  • Value/quality reversal in full force: EP, FCF Yield, and ROE all show negative IC, indicating “low valuation + high profitability” underperforming. FCF Yield has the strongest absolute ICIR (1.43).
  • Volatility premium: vol factor IC 0.132, ICIR 1.05. High-vol stocks outperforming significantly, Q5 +8.15% monthly.
  • Large-cap tilt: size factor slightly positive, modest large-cap advantage (ICIR 1.25).

Factor IC

Sector Momentum Decomposition

SectorIC MeanICIRQ1→Q5 L/SVerdict
Information Technology0.5242.58-28.54%🟢 Extreme momentum
Financials0.3092.63-7.19%🟢 Strong momentum
Industrials0.2662.88-7.14%🟢 Strong momentum
Consumer Discretionary0.2522.11-6.21%🟢 Strong momentum
Consumer Staples0.2091.34-4.67%🟡 Moderate
Utilities0.1991.01-0.63%🟡 Moderate
Real Estate0.1240.84-3.83%🟡 Moderate
Health Care-0.128-1.21+7.51%🔴 Reversal

Sector Analysis

  • Tech momentum accelerating: IT sector IC at 0.524 is more than double the market-wide figure. Q5 +27.19% monthly vs Q1 -1.35% — extreme dispersion, classic trending market.
  • Financials/Industrials following: Both with ICIR > 2.6, stable but less intense than tech.
  • Health Care contrarian: Only sector with negative IC — low-momentum stocks outperforming high-momentum by a wide margin (Q1 +4.84% vs Q5 -2.66%). Potential early signal of rotation into defensives.

Anomaly Detection

No anomalies triggered. All factor ICs within historical normal ranges.

Strategy Implications

  1. Trend following remains effective: Momentum factor IC 2.70 + 100% positive rate — long strong / short weak continues to work.
  2. Watch for crowding: When momentum IC exceeds 0.2 with ICIR > 2.5, markets often approach late-stage single-direction moves. Monitor reversal risk.
  3. Tech concentration risk: IT Q5 +27% monthly is an extreme reading — trend reversals could produce violent drawdowns.
  4. Health Care as potential rotation signal: Strongest momentum reversal in the sector, may be a leading indicator of style rotation.

Sector Momentum