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Bayesiuse moderatsioonianalüüs×Bayesian moderated mediation×
ValdkondStatistikaStatistika
PerekondLatent structureLatent structure
Tekkeaasta2000s–2010s2009–2013
LoojaBayesian framework applied to moderation by Kruschke, Gelman and colleaguesYuan & MacKinnon (Bayesian mediation); Hayes (conditional process framework)
TüüpInteraction / moderator testConditional indirect effect model
AlgallikasHayes, A. F. (2018). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (2nd ed.). Guilford Press. ISBN: 978-1462534654Yuan, Y. & MacKinnon, D. P. (2009). Bayesian mediation analysis. Psychological Methods, 14(4), 301–322. DOI ↗
RööpnimetusedBayesian interaction analysis, Bayesian moderated regression, Bayesian moderator testing, BMABayesian conditional process analysis, Bayesian mediated moderation, Bayesian PROCESS model, Bayesian conditional indirect effect
Seotud24
KokkuvõteBayesian 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.Bayesian moderated mediation estimates how a mediator transmits the effect of a predictor onto an outcome, and whether that indirect effect varies in size depending on a moderator variable — all within a Bayesian framework that quantifies uncertainty via posterior distributions rather than p-values and confidence intervals.
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ScholarGateVõrdle meetodeid: Bayesian Moderation Analysis · Bayesian Moderated Mediation. Loetud 2026-06-17 aadressilt https://scholargate.app/et/compare