Regularizing Double Machine Learning in Partially Linear Endogenous
Models

v1v2 (latest)

Regularizing Double Machine Learning in Partially Linear Endogenous Models

29 January 2021

Corinne Emmenegger

ArXiv (abs)PDF HTML

Papers citing "Regularizing Double Machine Learning in Partially Linear Endogenous Models"

5 / 5 papers shown

Title
Distributional robustness of K-class estimators and the PULSE M. E. Jakobsen J. Peters OOD 34 29 0 07 May 2020
Double/Debiased Machine Learning for Dynamic Treatment Effects via g-Estimation Greg Lewis Vasilis Syrgkanis CML 36 35 0 17 Feb 2020
Selective machine learning of doubly robust functionals Yifan Cui E. T. Tchetgen OOD 96 23 0 05 Nov 2019
$A unifying approach for doubly-robust $\ell_1$ regularized estimation of causal contrasts$ A unifying approach for doubly-robust $\ell_1$ regularized estimation of causal contrasts Ezequiel Smucler A. Rotnitzky J. M. Robins CML 64 79 0 07 Apr 2019
Robustness of Causal Claims Judea Pearl 48 43 0 11 Jul 2012