Browsing Statistics and Actuarial Science by Subject "causal inference"
Now showing items 1-2 of 2
-
Causal Inference with Measurement Error
(University of Waterloo, 2018-05-04)Causal inference methods have been widely used in biomedical sciences and social sciences, among many others. With different assumptions, various methods have been proposed to conduct causal inference with interpretable ... -
Joint modeling, variable selection and multiply robust estimation in mediation analysis with multiple mediators
(University of Waterloo, 2024-01-10)This thesis explores topics in causal mediation analysis with multiple possibly related mediators. The goal of this thesis is to propose innovative methodologies for joint modeling of multiple uncausally related mediators, ...