Academic audit

Failedequity multifactor

Combining Smart Factors Momentum and Market Portfolio

The three-gate gauntlet · genuine only if it clears all three and survives adversarial refutation
Gate 1
Survivorship-free
free
clean panel
Gate 2
Placebo ≥ P95
not run
Gate 3
Cost-aware net
RF n/a
Failedfailed refutation
Cleared the numeric checkpoints it reached but failed adversarial refutation — the positive figure is market beta or a single-period jackpot, not a repeatable edge.

This approach blends a cross-sectional momentum factor with a long allocation to the broad market portfolio, aiming to combine factor tilt with market exposure. Because part of the book is simply held long in the market, the design is a mix of a factor signal and passive equity ownership.

What we found

The construction includes an explicit long market-portfolio leg, so it is not market-neutral and is not a clean factor. Its return is dominated by ordinary equity-market beta rather than by any standalone skill in the momentum ranking. In our framework this fails as a diversifying factor-leg: what looks like performance is largely the market exposure it holds by design, not an independent, market-neutral building block.

How we tested it
2005–2026 test windowmodelled liquidity-aware costssurvivorship free
  • Tested on a survivorship-free 1077-name US common-stock panel, 2005-2026. Realistic modelled costs.
  • Placebo / robustness test: real result vs random baskets or shuffled signals (real vs the 95th percentile of random)
Source: Combining smart factors (momentum) with the market portfolio (QuantPedia)
Read the paper ↗
← The Academic Audit — all 54 studies

Research, not investment advice. “Validated” factor-legs are market-neutral diversifying building blocks with a losing worst year — none is a standalone tradeable strategy. Metrics are cost-aware and modelled (not live fills); the 2005–2026 test window is out-of-sample versus the source paper. Dollar figures are not returns and are omitted by design.