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Robusna medijaciona analiza×Robusno modeliranje strukturalnih jednačina×
OblastStatistikaStatistika
PorodicaLatent structureLatent structure
Godina nastanka2008–20141994
TvoracYuan & MacKinnon (median-regression formulation, 2014); robust bootstrap variants popularised by Hayes (2013) and Preacher & Hayes (2008)Albert Satorra & Peter M. Bentler
TipCausal inference / indirect effectsLatent variable / path model with robust inference
Temeljni izvorYuan, Y., & MacKinnon, D. P. (2014). Robust mediation analysis based on median regression. Psychological Methods, 19(1), 1–20. 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 ↗
Drugi nazivirobust indirect effects, outlier-resistant mediation, robust causal mediationRobust SEM, SEM with robust standard errors, Satorra-Bentler SEM, non-normal SEM
Srodne55
SažetakRobust mediation analysis estimates the indirect effect of an independent variable on an outcome through one or more mediators using estimators that resist the influence of outliers and non-normal error distributions. By combining robust regression (such as median or M-estimation) with percentile or bias-corrected bootstrap confidence intervals, it yields trustworthy conclusions when standard ordinary-least-squares mediation would be distorted by extreme observations.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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ScholarGateUporedite metode: Robust Mediation Analysis · Robust Structural Equation Modeling. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare