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Robustowa konfirmacyjna analiza czynnikowa×Robust Structural Equation Modeling×
DziedzinaStatystykaStatystyka
RodzinaLatent structureLatent structure
Rok powstania1984–19941994
TwórcaSatorra & Bentler (robust SE/chi-square corrections); Browne (ADF estimator)Albert Satorra & Peter M. Bentler
TypConfirmatory latent variable model with robust estimationLatent variable / path model with robust inference
Źródło pierwotneSatorra, 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: Applications for developmental research (pp. 399–419). Sage. link ↗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 CFA, CFA with robust standard errors, Satorra-Bentler CFA, non-normal CFARobust SEM, SEM with robust standard errors, Satorra-Bentler SEM, non-normal SEM
Pokrewne65
PodsumowanieRobust confirmatory factor analysis fits a pre-specified factor structure to observed data while correcting standard errors and goodness-of-fit statistics for violations of multivariate normality. It is the preferred variant of CFA whenever Likert-type, skewed, or kurtotic indicators make the classical normal-theory estimator unreliable.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 Confirmatory Factor Analysis · Robust Structural Equation Modeling. Pobrano 2026-06-17 z https://scholargate.app/pl/compare