Omitted variable bias of Lasso-based inference methods: A finite sample analysis

Kaspar Wuthrich, Ying Zhu

We study the finite sample behavior of Lasso-based inference methods such as post double Lasso and debiased Lasso. We show that these methods can exhibit substantial omitted variab…