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Bayesilainen moderaatioanalyysi×Moderoitu välitysanalyysi×
TieteenalaTilastotiedeTilastotiede
MenetelmäperheLatent structureLatent structure
Syntyvuosi2000s–2010s2007
KehittäjäBayesian framework applied to moderation by Kruschke, Gelman and colleaguesPreacher, Rucker & Hayes
TyyppiInteraction / moderator testConditional process model
AlkuperäislähdeHayes, A. F. (2018). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (2nd ed.). Guilford Press. ISBN: 978-1462534654Hayes, A. F. (2018). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (2nd ed.). Guilford Press. ISBN: 978-1462534654
RinnakkaisnimetBayesian interaction analysis, Bayesian moderated regression, Bayesian moderator testing, BMAconditional process analysis, moderated mediation model, first-stage moderated mediation, second-stage moderated mediation
Liittyvät24
TiivistelmäBayesian moderation analysis tests whether the relationship between a predictor and an outcome changes depending on the value of a third variable (the moderator). By placing prior distributions on all model parameters and updating them with observed data, it yields full posterior distributions for the interaction effect — enabling direct probability statements about the moderation rather than binary significance decisions.Moderated mediation tests whether the indirect effect of an independent variable on an outcome — transmitted through a mediator — differs in strength depending on the level of a moderator variable. It answers the question: for whom, or under what conditions, does the mediated pathway operate most strongly?
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ScholarGateVertaile menetelmiä: Bayesian Moderation Analysis · Moderated Mediation. Haettu 2026-06-17 osoitteesta https://scholargate.app/fi/compare