Tests in adaptive regression via the Kac-Rice formula

Jonathan Taylor, Joshua Loftus, Ryan Tibshirani

We derive an exact p-value for testing a global null hypothesis in a general adaptive regression problem. The general approach uses the Kac-Rice formula, as described in (Adler & T…