Schwartz, Scott Lee - 2010
This thesis examines causal inference related topics involving intermediate variables, and uses Bayesian methodologies … to advance analysis capabilities in these areas. First, joint modeling of outcome variables with intermediate variables … adjustment of intermediate variables is extended to observational settings with binary treatments and binary intermediate …