causal mediation analysis 1identification 1missing not at random 1multiple mediators 1nonignorable missing data 1
From the 1 of 2 linked papers with an AI index.
2 papers
stat.ME2026
Mediation Analysis with Multiple Mediators Subject to Missing Not at Random
Yanfei Jin, Shanshan Luo, Xueli Wang +1
The paper develops methods to identify and estimate causal mediation effects when multiple mediators have missing values that are not missing at random, providing theory, simulatio…
stat.AP2026
Assessing Interactive Causes of an Occurred Outcome Due to Two Binary Exposures
Shanshan Luo, Wei Li, Xueli Wang +2
In contrast to evaluating treatment effects, causal attribution analysis focuses on identifying the key factors responsible for an observed outcome. For two binary exposure variabl…