2 papers
stat.ME2020
Causal inference with bipartite designs: A generalized propensity score approach
Nick Doudchenko, Minzhengxiong Zhang, Evgeni Drynkin +5
Bipartite experiments, in which one set of units receives a treatment while outcomes are measured on another set, have recently garnered attention for their ability to capture inte…
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…