The $s$-value: evaluating stability with respect to distributional shifts

Suyash Gupta, Dominik Rothenhäusler

Common statistical measures of uncertainty such as $p$-values and confidence intervals quantify the uncertainty due to sampling, that is, the uncertainty due to not observing the f…