Noise Fit, Estimation Error and a Sharpe Information Criterion

Dirk Paulsen, Jakob Söhl

When the in-sample Sharpe ratio is obtained by optimizing over a k-dimensional parameter space, it is a biased estimator for what can be expected on unseen data (out-of-sample). We…