Double/Debiased CoCoLASSO of Treatment Effects with Mismeasured High-Dimensional Control Variables

Geonwoo Kim, Suyong Song

We develop an estimator for treatment effects in high-dimensional settings with additive measurement error, a prevalent challenge in modern econometrics. We introduce the Double/De…