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dc.contributor.authorHicks, Raymond
dc.contributor.authorTingley, Dustin
dc.date.accessioned2019-01-19T16:33:57Z
dc.date.issued2012-01
dc.identifier.citationHicks, Raymond, and Dustin Tingley. 2011. “Causal Mediation Analysis.” The Stata Journal: Promoting Communications on Statistics and Stata 11 (4): 605–19. https://doi.org/10.1177/1536867x1201100407.en_US
dc.identifier.issn1536-867Xen_US
dc.identifier.issn1536-8734en_US
dc.identifier.urihttp://nrs.harvard.edu/urn-3:HUL.InstRepos:38057817*
dc.description.abstractEstimating the mechanisms that connect explanatory variables with the explained variable, also known as "mediation analysis," is central to a variety of social-science fields, especially psychology, and increasingly to fields like epidemiology,. Recent work on the statistical methodology behind mediation analysis points to limitations in earlier methods. We implement in Stata computational approaches based on recent developments in the statistical methodology of mediation analysis. In particular, we provide functions for the correct calculation of causal mediation effects using several different types of parametric models, as well as the calculation of sensitivity analyses for violations to the key identifying assumption required for interpreting mediation results causally.en_US
dc.description.sponsorshipGovernmenten_US
dc.language.isoen_USen_US
dc.publisherSAGE Publicationsen_US
dc.relation.hasversionhttps://ageconsearch.umn.edu/record/196715/files/sjart_st0243.pdfen_US
dash.licenseMETA_ONLY
dc.subjectMathematics (miscellaneous)en_US
dc.titleCausal Mediation Analysisen_US
dc.typeJournal Articleen_US
dc.description.versionVersion of Recorden_US
dc.relation.journalThe Stata Journal: Promoting Communications on Statistics and Stataen_US
dash.depositing.authorTingley, Dustin
dc.date.available2019-01-19T16:33:57Z
dash.affiliation.otherFaculty of Arts & Sciencesen_US
dash.workflow.comments1Science Serial ID 113685en_US
dc.identifier.doi10.1177/1536867x1201100407
dc.source.journalThe Stata Journal
dash.source.volume11;4
dash.source.page605-619
dash.contributor.affiliatedTingley, Dustin


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