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MULTIVARIATE DYNAMIC MEDIATION ANALYSIS UNDER A REINFORCEMENT LEARNING FRAMEWORK.

Lan Luo1, Chengchun Shi2, Jitao Wang3

  • 1Department of Biostatistics and Epidemiology, Rutgers University.

Annals of Statistics
|July 15, 2026
PubMed
Summary

This study introduces a new method for mediation analysis with complex, time-varying mediators. The approach accounts for multiple mediators and their effects over time, offering a more robust understanding of causal pathways.

Keywords:
62L10Longitudinal dataMarkov processmediation analysismobile healthreinforcement learning

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