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Solidny model Rascha×Robustowa konfirmacyjna analiza czynnikowa×
DziedzinaPsychometriaStatystyka
RodzinaLatent structureLatent structure
Rok powstania19821984–1994
TwórcaMislevy & Bock (robust ability estimation); broader robust IRT formalized through 1980s–2000sSatorra & Bentler (robust SE/chi-square corrections); Browne (ADF estimator)
TypRobust item calibration modelConfirmatory latent variable model with robust estimation
Źródło pierwotneStrobl, C., Wickelmaier, F., & Zeileis, A. (2011). Accounting for individual differences in Bradley-Terry models by means of recursive partitioning. Journal of Educational and Behavioral Statistics, 36(2), 135–153. 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 ↗
Inne nazwyrobust IRT Rasch, robust dichotomous Rasch, outlier-resistant Rasch model, robust item calibrationRobust CFA, CFA with robust standard errors, Satorra-Bentler CFA, non-normal CFA
Pokrewne56
PodsumowanieThe robust Rasch model applies the standard one-parameter logistic Rasch framework with estimation procedures designed to limit the influence of outlying item responses, aberrant respondents, or mild model violations, producing stable item and person parameter estimates that are less sensitive to data contamination than ordinary maximum likelihood or conditional maximum likelihood Rasch estimation.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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ScholarGatePorównaj metody: Robust Rasch Model · Robust Confirmatory Factor Analysis. Pobrano 2026-06-17 z https://scholargate.app/pl/compare