2 papers
math.ST2023
Asymptotics of Caliper Matching Estimators for Average Treatment Effects
Máté Kormos, Stéphanie van der Pas, Aad van der Vaart
Caliper matching is used to estimate causal effects of a binary treatment from observational data by comparing matched treated and control units. Units are matched when their prope…
econ.EM2023
Interacting Treatments with Endogenous Takeup
Mate Kormos, Robert P. Lieli, Martin Huber
We study causal inference in randomized experiments (or quasi-experiments) following a factorial design. There are two treatments, denoted and , and units are ra…