Guy Cafri

Variable Selection for the Propensity Score Model: Beyond Main Effects and Linear Relations

ABSTRACT Propensity score methods are frequently used to estimate treatment effects in observational studies. The propensity score is usually estimated using a logistic regression model with additive and linear effects. The limited literature on variable selection for the propens...