Unifying approach to selective inference with applications to cross-validation

Jelena Markovic, Lucy Xia, Jonathan Taylor

We develop tools to do valid post-selective inference for a family of model selection procedures, including choosing a model via cross-validated Lasso. The tools apply universally…