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Analiza moderacji odpornej (ang. robust moderation analysis)×Robust Structural Equation Modeling×
DziedzinaStatystykaStatystyka
RodzinaLatent structureLatent structure
Rok powstania20071994
TwórcaHayes & Cai; WilcoxAlbert Satorra & Peter M. Bentler
TypRobust regression-based interaction testLatent variable / path model with robust inference
Źródło pierwotneHayes, A. F. & Cai, L. (2007). Using heteroscedasticity-consistent standard error estimators in OLS regression: An introduction and software implementation. Behavior Research Methods, 39(4), 709–722. DOI ↗Satorra, A. & Bentler, P. M. (1994). Corrections to test statistics and standard errors in covariance structure analysis. In A. von Eye & C. C. Clogg (Eds.), Latent variables analysis (pp. 399–419). Sage. link ↗
Inne nazwyrobust interaction analysis, robust moderated regression, HC-corrected moderation, outlier-resistant interaction testingRobust SEM, SEM with robust standard errors, Satorra-Bentler SEM, non-normal SEM
Pokrewne55
PodsumowanieRobust moderation analysis tests whether the effect of a predictor on an outcome depends on the level of a moderator variable, using estimation methods that remain valid under non-normality, heteroscedasticity, or the presence of influential outliers. It is the preferred approach when standard ordinary least squares assumptions cannot be trusted.Robust structural equation modeling (Robust SEM) applies the full SEM framework — simultaneous estimation of measurement and structural relations among latent variables — while using corrected test statistics and sandwich standard errors that remain valid when observed data depart from multivariate normality. The Satorra-Bentler scaled chi-square is the most widely used correction.
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ScholarGatePorównaj metody: Robust Moderation Analysis · Robust Structural Equation Modeling. Pobrano 2026-06-15 z https://scholargate.app/pl/compare