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Experimental designs for identifying causal mechanisms

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Publication:6649942
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DOI10.1111/j.1467-985x.2012.01032.xMaRDI QIDQ6649942

Dustin Tingley, Teppei Yamamoto, Kosuke Imai

Publication date: 6 December 2024

Published in: Journal of the Royal Statistical Society. Series A. Statistics in Society (Search for Journal in Brave)




zbMATH Keywords

mediationidentificationinstrumental variablescausal inferencedirect and indirect effects


Mathematics Subject Classification ID

Applications of statistics (62Pxx)



Related Items (7)

A Framework for Separating Individual-Level Treatment Effects From Spillover Effects ⋮ Counterfactual Treatment Effects: Estimation and Inference ⋮ Statistical methods for building better biomarkers of chronic kidney disease ⋮ A Bayesian regularized mediation analysis with multiple exposures ⋮ Mediation analysis with multiple mediators under unmeasured mediator-outcome confounding ⋮ Multiply robust estimation of natural indirect effects with multiple ordered mediators ⋮ Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery






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