πŸ“Š Factor IC Analysis (S&P 500 Full Universe, 21-Day Holding)

FactorIC MeanICIRp-valueLong-ShortVerdict
Momentum (Mom)+0.2242.700.000-8.07%⭐ Strongest factor, 100% positive IC
Volatility (Vol)+0.1321.050.000-7.61%Highly significant, high-vol outperforms
Small-Cap (Size)+0.0481.250.000-2.06%Significant, stable small-cap premium
EP-0.062-0.740.0001+3.87%Significant inverse, low-valuation wins
FCF Yield-0.059-1.430.000+3.04%Strong inverse, high-FCF underperforms
ROE-0.041-1.230.000+1.11%Significant inverse
BP+0.0060.080.635+0.82%❌ Insignificant

Key Findings:

  • Momentum ICIR at 2.70 leads all factors β€” 100% positive IC across 39 periods; trend persistence is extreme
  • FCF Yield and ROE consistently inverse β€” market paying for growth, not quality/cash flow
  • BP factor completely dead (p=0.64) β€” traditional value metrics have no predictive power in this environment

Factor IC

🏭 Sector Momentum Decomposition

SectorIC MeanICIRLong-ShortInterpretation
Info Technology+0.5242.58-28.54%Crushing momentum, Q5 avg +27.2%
Industrials+0.2662.88-7.14%Highest ICIR, 100% positive IC
Financials+0.3092.63-7.19%Strong continuation
Consumer Disc.+0.2522.11-6.21%Good momentum
Consumer Staples+0.2091.34-4.67%Moderate-strong
Utilities+0.1991.01-0.63%Marginally significant
Real Estate+0.1240.84-3.83%p=0.00001, acceptable
Health Care-0.128-1.21+7.51%⚠️ Only inverse sector

Core Tension: IT sector Q5 avg +27.2% vs Q1 avg -1.4% β€” momentum concentration is extreme. Healthcare is the sole inverse-momentum sector β€” capital rotating out of defense into tech-chasing.

Sector Momentum

πŸ“ Summary

  1. Trend is king: Momentum and volatility are the only two factors with practical edge; market rewards chasing and high-vol
  2. Quality at discount: ROE/FCF/EP all inverse β€” market not paying for “good companies” but “stocks that go up”
  3. Concentration risk: IT ICIR=2.58 but Q5-Q1 spread at -28.5% β€” a style rotation would trigger severe drawdowns
  4. Healthcare as hedge: Only inverse-momentum sector, potential tail-risk hedge for portfolios

⚠️ Current factor structure is heavily concentrated in momentum/tech/high-vol β€” eerily similar to March 2000 factor distribution. Watch for momentum crash risk.