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Analiza moderacji bayesowskiej×Bayesowska moderowana mediacja×Analiza mediacji moderowanej×
DziedzinaStatystykaStatystykaStatystyka
RodzinaLatent structureLatent structureLatent structure
Rok powstania2000s–2010s2009–20132007
TwórcaBayesian framework applied to moderation by Kruschke, Gelman and colleaguesYuan & MacKinnon (Bayesian mediation); Hayes (conditional process framework)Preacher, Rucker & Hayes
TypInteraction / moderator testConditional indirect effect modelConditional process model
Źródło pierwotneHayes, 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 ↗Hayes, A. F. (2018). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (2nd ed.). Guilford Press. ISBN: 978-1462534654
Inne nazwyBayesian interaction analysis, Bayesian moderated regression, Bayesian moderator testing, BMABayesian conditional process analysis, Bayesian mediated moderation, Bayesian PROCESS model, Bayesian conditional indirect effectconditional process analysis, moderated mediation model, first-stage moderated mediation, second-stage moderated mediation
Pokrewne244
PodsumowanieBayesian 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.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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