Testing_shifts

What do you do if you observe data from a distribution Q but want to test a hypothesis about a different, but related, distribution P? In our recent paper, Statistical Testing under Distributional Shifts, we show how to test hypotheses in P by applying a test in a auxiliary dataset drawn by weighted resampling. [PDF]