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Pemodelan Persamaan Struktural Robust×Analisis Jalur Robust×
BidangStatistikaStatistika
KeluargaLatent structureLatent structure
Tahun asal19941998
PencetusAlbert Satorra & Peter M. BentlerYuan & Bentler (robust SEM/path framework); Huber (M-estimation foundation)
TipeLatent variable / path model with robust inferenceCausal path modeling with robust estimation
Sumber perintisSatorra, 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 ↗Yuan, K.-H. & Bentler, P. M. (1998). Robust mean and covariance structure analysis. British Journal of Mathematical and Statistical Psychology, 51(1), 63–88. DOI ↗
AliasRobust SEM, SEM with robust standard errors, Satorra-Bentler SEM, non-normal SEMrobust PA, path analysis with robust standard errors, robust causal path modeling, robust structural path modeling
Terkait56
RingkasanRobust 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.Robust path analysis applies robust estimation — such as sandwich standard errors or M-estimation — to path models that specify directed causal relationships among observed variables. It preserves valid inference about path coefficients and indirect effects when data violate normality, contain outliers, or exhibit heteroscedasticity that would distort conventional standard errors.
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ScholarGateBandingkan metode: Robust Structural Equation Modeling · Robust Path Analysis. Diakses 2026-06-15 dari https://scholargate.app/id/compare