Common pitfalls and biases

Detect leakage, survivorship bias, selection bias, and multiple testing.

Learning outcome: Reject a result whose construction leaks future information.

Practice task: Audit a current-index-constituent backtest for survivorship bias.

Specialist context: sentinel.