Model Specification Test with Unlabeled Data: Approach from Covariate Shift

Masahiro Kato, Hikaru Kawarazaki

We propose a novel framework of the model specification test in regression using unlabeled test data. In many cases, we have conducted statistical inferences based on the assumptio…