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Robust Strukturel Ligningsmodellering×Konstruktiv faktoranalyse (CFA)×
FagområdeStatistikPsykometri
FamilieLatent structureLatent structure
Oprindelsesår19941969
OphavspersonAlbert Satorra & Peter M. BentlerKarl Gustav Jöreskog
TypeLatent variable / path model with robust inferenceHypothesis-testing latent variable model
Oprindelig kildeSatorra, 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 ↗Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗
AliasserRobust SEM, SEM with robust standard errors, Satorra-Bentler SEM, non-normal SEMCFA, confirmatory FA, measurement model, restricted factor analysis
Relaterede54
ResuméRobust 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.Confirmatory factor analysis tests a researcher-specified factor structure against observed data. Unlike exploratory approaches, the researcher decides in advance which indicators load on which latent factor, and the model is evaluated by how closely the implied covariance matrix reproduces the sample covariance matrix. CFA is central to scale validation, construct validity assessment, and measurement invariance testing.
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ScholarGateSammenlign metoder: Robust Structural Equation Modeling · Confirmatory factor analysis. Hentet 2026-06-17 fra https://scholargate.app/da/compare