Concept · How we keep results trustworthy
Deterministic
Same input → byte-identical output on re-run. Required for cache correctness and auditability.
Referenced by (2)
- The Persistence of Stock-Selection Residuals
A point-in-time, holdings-based decomposition of mutual fund performance — the stock-selection residual persists out of sample; style timing and sector timing, measured the same way, do not.
- ERM3 Cascade-Residual Persistence and the Allocator Skill Signal
Top-decile rank persistence, active-share comparison, and tail-stratified inference across 1,000 top-AUM US mutual funds