Models for the Propensity Score that Contemplate the Positivity Assumption and their Application to Missing Data and Causality

Julieta Molina, Mariela Sued, Marina Valdora

Generalized linear models are often assumed to fit propensity scores, which are used to compute inverse probability weighted (IPW) estimators. In order to derive the asymptotic pro…