2 papers
stat.ME2020
Causal Inference with Bipartite Designs
Nick Doudchenko, Minzhengxiong Zhang, Evgeni Drynkin +3
Bipartite experiments are a recent object of study in causal inference, whereby treatment is applied to one set of units and outcomes of interest are measured on a different set of…
stat.AP2020
Estimation of Discrete Choice Models: A Machine Learning Approach
Nick Doudchenko, Evgeni Drynkin
In this paper we propose a new method of estimation for discrete choice demand models when individual level data are available. The method employs a two-step procedure. Step 1 pred…