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Analisis Laluan Teguh×Analisis Faktor Konfirmatori (CFA) Robust×
BidangStatistikStatistik
KeluargaLatent structureLatent structure
Tahun asal19981984–1994
PengasasYuan & Bentler (robust SEM/path framework); Huber (M-estimation foundation)Satorra & Bentler (robust SE/chi-square corrections); Browne (ADF estimator)
JenisCausal path modeling with robust estimationConfirmatory latent variable model with robust estimation
Sumber perintisYuan, K.-H. & Bentler, P. M. (1998). Robust mean and covariance structure analysis. British Journal of Mathematical and Statistical Psychology, 51(1), 63–88. 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: Applications for developmental research (pp. 399–419). Sage. link ↗
Aliasrobust PA, path analysis with robust standard errors, robust causal path modeling, robust structural path modelingRobust CFA, CFA with robust standard errors, Satorra-Bentler CFA, non-normal CFA
Berkaitan66
RingkasanRobust 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.Robust 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.
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ScholarGateBandingkan kaedah: Robust Path Analysis · Robust Confirmatory Factor Analysis. Dicapai 2026-06-15 daripada https://scholargate.app/ms/compare