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베이지안 조절된 매개×베이즈 중재 분석×
분야통계학통계학
계열Latent structureLatent structure
기원 연도2009–20132000s–2010s
창시자Yuan & MacKinnon (Bayesian mediation); Hayes (conditional process framework)Bayesian framework applied to moderation by Kruschke, Gelman and colleagues
유형Conditional indirect effect modelInteraction / moderator test
원전Yuan, 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
별칭Bayesian conditional process analysis, Bayesian mediated moderation, Bayesian PROCESS model, Bayesian conditional indirect effectBayesian interaction analysis, Bayesian moderated regression, Bayesian moderator testing, BMA
관련42
요약Bayesian 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.Bayesian 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.
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ScholarGate방법 비교: Bayesian Moderated Mediation · Bayesian Moderation Analysis. 2026-06-17에 다음에서 검색함: https://scholargate.app/ko/compare