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Istraživanje robustnog testiranja modela×Analiza putanja×
OblastDizajn istraživanjaStatistika
PorodicaProcess / pipelineLatent structure
Godina nastanka1988–19981921
TvoracAlbert Satorra & Peter M. Bentler; Ke-Hai YuanSewall Wright
TipQuantitative model-testing research design with robust estimationCausal / mediation model
Temeljni izvorSatorra, 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 ↗Wright, S. (1921). Correlation and causation. Journal of Agricultural Research, 20(7), 557–585. link ↗
Drugi nazivirobust SEM, robust structural model testing, robust fit evaluation, robust model evaluation researchPA, path coefficient analysis, observed-variable SEM, causal path modeling
Srodne65
SažetakRobust model testing research applies structural or path models to data while explicitly accounting for violations of multivariate normality and other distributional assumptions. Rather than discarding non-normal data or forcing transformations, it uses corrected estimators — most notably the Satorra-Bentler scaled chi-square and Yuan-Bentler robust standard errors — to produce trustworthy fit indices and parameter estimates even when classical maximum likelihood assumptions are breached.Path analysis tests a researcher-specified causal diagram among observed variables by decomposing their intercorrelations into direct effects, indirect (mediated) effects, and spurious associations. Developed by Sewall Wright in 1921, it is the observed-variable special case of structural equation modeling and remains a standard tool for theory-driven multivariate causal inference.
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ScholarGateUporedite metode: Robust Model Testing Research · Path Analysis. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare