Double-estimation-friendly inference for high-dimensional misspecified models

Rajen D. Shah, Peter Bühlmann

All models may be wrong -- but that is not necessarily a problem for inference. Consider the standard $t$-test for the significance of a variable $X$ for predicting response $Y$ wh…