πŸ“Š Factor IC Test (2026-06-19)

FactorIC MeanICIRIC+ %Q1 RetQ5 RetL/S RetSignal
MOM+0.224+2.70100%-0.12%+7.95%-8.07%🟒 Strong
SIZE+0.048+1.2587%+2.45%+4.51%-2.06%🟒 Effective
VOL+0.132+1.0580%+0.54%+8.15%-7.61%🟒 Effective
ROE-0.041-1.2313%+4.82%+3.71%+1.11%🟑 Inverted
FCF Yield-0.059-1.438%+5.64%+2.60%+3.04%πŸ”΄ Persistently inverted
EP-0.062-0.7418%+6.41%+2.54%+3.87%🟑 Mildly inverted
BP+0.006+0.0846%+3.88%+3.06%+0.82%βšͺ Ineffective

Key Findings

Momentum (MOM) remains the dominant alpha source with ICIR=2.70 and 100% positive IC ratio. Q5 (strongest momentum) delivered 7.95% weekly returns vs -0.12% for Q1. The -8.07% long-short spread confirms the market is decisively rewarding winners.

Value factors are collectively inverted: Both FCF Yield and EP show significantly negative IC, meaning the market is systematically selling low-valuation stocks and chasing high-growth names. BP has near-zero predictive power (ICIR=0.08).

Volatility factor (VOL) is effective (ICIR=1.05), with high-vol stocks outperforming low-vol (Q5 +8.15% vs Q1 +0.54%), consistent with risk-on momentum leadership.

Factor IC

πŸ”€ Sector Momentum Decomposition

SectorIC MeanICIRL/S RetTrend
Info Tech+0.524+2.58-28.54%🟒 Extreme
Financials+0.309+2.63-7.19%🟒 Strong
Industrials+0.266+2.88-7.14%🟒 Strong
Consumer Disc+0.252+2.11-6.21%🟒 Solid
Consumer Staples+0.209+1.34-4.67%🟑 Moderate
Utilities+0.199+1.01-0.63%🟑 Moderate
Real Estate+0.124+0.84-3.83%βšͺ Weak
Health Care-0.128-1.21+7.51%πŸ”΄ Reversal

Sector Notes

  • Info Tech has the highest momentum IC (0.524) across all sectors β€” extreme winners-wins effect but also concentrated risk.
  • Financials and Industrials show the most stable momentum (ICIR 2.63 and 2.88 respectively).
  • Health Care is the only sector with a momentum reversal (negative IC, ICIR=-1.21) β€” losers outperform winners by +7.51%.

Sector Momentum

πŸ“ Summary

  1. Momentum dominates: MOM ICIR=2.70 with 100% positive IC ratio β€” the market’s core alpha factor
  2. Value traps: FCF Yield, EP persistently inverted; low-valuation stocks systematically sold
  3. Sector divergence: Info Tech momentum strongest but concentrated; Health Care shows rare reversal
  4. Risk note: Extreme momentum-value divergence typically doesn’t persist β€” but timing the convergence is unpredictable. Follow the trend until it breaks.