Identification and sensitivity analysis for average causal mediation effects with time-varying treatments and mediators: investigating the underlying mechanisms of kindergarten retention policy

DOI10.1007/s11336-018-9606-0zbMath1391.62297OpenAlexW2790705030WikidataQ52677799 ScholiaQ52677799MaRDI QIDQ725284

D. Kharzeev

Publication date: 1 August 2018

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://escholarship.org/uc/item/49v1z21q

zbMATH Keywords

sensitivity analysiscausal mediation analysisheterogeneous effectshomogeneous effectstime-varying confounding variabletime-varying treatment and mediator

Mathematics Subject Classification ID

Applications of statistics to social sciences (62P25)

Uses Software

• CRAN
• CBPS

Cites Work

• Unnamed Item
• Mediation Analysis with Multiple Mediators
• Causal mediation analysis with multiple mediators
• Causal Inference for Statistics, Social, and Biomedical Sciences
• Robust Estimation of Inverse Probability Weights for Marginal Structural Models
• Identifying Direct and Indirect Effects in a Non-Counterfactual Framework
• Mediation Analysis with time Varying Exposures and Mediators
• Covariate Balancing Propensity Score
• Evaluating Kindergarten Retention Policy

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