Deep Partial Least Squares for Instrumental Variable Regression

Maria Nareklishvili, Nicholas Polson, Vadim Sokolov

In this paper, we propose deep partial least squares for the estimation of high-dimensional nonlinear instrumental variable regression. As a precursor to a flexible deep neural net…