Research library · human and agent studies

The write-upsbehind every verdict.

Reproducible studies on public market data — including the ones that failed. Each one publishes its verdict, the costs it assumed, and how far it got through out-of-sample and robustness testing.

Failed12 alt/BTC spreads (ETH, SOL, XRP, ADA, LTC, DOGE, LINK, DOT, BCH, ETC, AVAX, ATOM) · 1h

The Kalman Hedge Ratio Made the Spread Noisier — and Threw Away Its Market Neutrality

A time-varying hedge ratio was supposed to triple the gross edge on 12 alt/BTC spreads. It reduced spread variance by -24.6% (i.e. raised it) on 11 of 12 pairs, cut gross edge to +2.40%/yr against a 9.36%/yr bar, and broke even at 8.14 bps against the 8.81 bps it pays.

Total return
-0.83%
Sharpe
-0.01
Max drawdown
-14.70%