Single-Factor Test Summary (S&P 500, 21-day holding, 39 cross-sections)

FactorIC MeanICIRt-statp-valueIC+%Long-Short
mom+0.2241+2.70 ⭐+16.620.000100%-8.07% ⭐ monotone
size+0.0479+1.25 ⭐+7.700.00087%-2.06%
fcf_yield-0.0589-1.43 ⭐-8.790.0007.7%+3.04%
roe-0.0414-1.23 ⭐-7.580.00012.8%+1.11%
vol+0.1320+1.05 ⭐+6.480.00079.5%-7.61%
ep-0.0624-0.74 ⭐-4.570.00017.9%+3.87%
bp+0.0056+0.08+0.480.63546.2%+0.82%

Key Findings

  1. Momentum remains the dominant factor — ICIR +2.70, 100% IC positive rate, perfectly monotone quintile returns (Q5 +7.95%/mo vs Q1 -0.12%)
  2. Value factors underperform collectively — ep/roe/fcf_yield all show negative IC, typical of growth-dominant regimes
  3. BP factor insignificant (p=0.635), book-to-price ratio has no predictive power in current market
  4. Volatility factor shows positive IC — high-vol stocks outperform low-vol, suggesting risk appetite recovery

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
Health Care-0.128-1.21 ⭐+7.51%🔴 reversed
Real Estate+0.124+0.84 ⭐-3.83%—
Utilities+0.199+1.01 ⭐-0.63%—
Consumer Staples+0.209+1.34 ⭐-4.67%—

Sector Insights

  • Tech momentum extreme: Q5 +27.2%/mo, highest concentration — historically a precursor to mean reversion
  • Healthcare momentum reversal: Only major sector with negative IC — potential early signal of defensive rotation
  • Industrials has the highest ICIR (+2.88), most stable momentum signal

Strategy Implications

  1. Trend following remains effective: Momentum ICIR +2.70 with perfect monotonicity
  2. Watch tech crowding: IT Q5 +27%/mo is an extreme concentration historically followed by mean reversion
  3. Healthcare reversal signal is worth monitoring — defensive sector showing inverse momentum may indicate early risk-off rotation
  4. Value factor dormancy: ep/bp/roe all weak — growth dominance means fighting the tape on value is ill-advised

Sector Momentum