works on
causal mediation analysis 1identification 1missing not at random 1multiple mediators 1nonignorable missing data 1

From the 1 of 1 linked paper with an AI index.

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1 paper

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…