Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach

Victor Chernozhukov, Christian Hansen, Martin Spindler

Here we present an expository, general analysis of valid post-selection or post-regularization inference about a low-dimensional target parameter, $\alpha$, in the presence of a very hi…