We consider regression in which one predicts a response Y with set of predictors X across different experiments or environments. This is common setup many data-driven scientific fields, and we argue that statistical inference can benefit from an analysis takes into account the distributional changes In particular, it useful to distinguish between stable unstable predictors, is, have fixed chang...