Exact Post-Selection Inference for Sequential Regression Procedures

Ryan J. Tibshirani, Jonathan Taylor, Richard Lockhart +1

We propose new inference tools for forward stepwise regression, least angle regression, and the lasso. Assuming a Gaussian model for the observation vector y, we first describe a g…