Vira Semenova

Selected Publications

Simultaneous inference for Best Linear Predictor of the Conditional Average Treatment Effect and other structural functions

This paper provides estimation and inference methods for a structural function, such as Conditional Average Treatment […]

Victor Chernozhukov, Vira Semenova
4 July 2018 | CWP40/18
Plug-in regularized estimation of high dimensional parameters in nonlinear semiparametric models

We develop a theory for estimation of a high-dimensional sparse parameter defined as a minimizer of […]

Victor Chernozhukov, Denis Nekipelov, Vira Semenova, Vasilis Syrgkanis
4 July 2018 | CWP41/18