Exploring Objective Causal Inference in Case-Noncase Studies under the Rubin Causal Model

摘要: investigated via simulation, and compared to those of logistic probit regression. Chapter 3 focuses on the re-analysis a subset data from published article, Karkouti et al. (2006). We investigate whether PrepDA regression, when applied case-noncase data, can generate estimates that are concordant with causal analysis prospectively collected data. introduce tools for covariate balance assessment across multiple imputed datasets. explore potential analyst bias said method is used analyze In 4 we discuss our technology’s advantages over, drawbacks as to, traditional approaches. iv