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Robustne Raschi mudel×Robustne töökindluse analüüs×
ValdkondPsühhomeetriaKatsedisain
PerekondLatent structureProcess / pipeline
Tekkeaasta19821980s–1990s (integration formalized in engineering literature)
LoojaMislevy & Bock (robust ability estimation); broader robust IRT formalized through 1980s–2000sSynthesized from Taguchi robust design and classical reliability theory (Kececioglu, Taguchi)
TüüpRobust item calibration modelQuantitative reliability engineering method
AlgallikasStrobl, 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 ↗Kececioglu, D. (1991). Reliability Engineering Handbook (Vol. 1). Prentice Hall. ISBN: 978-0137720774
Rööpnimetusedrobust IRT Rasch, robust dichotomous Rasch, outlier-resistant Rasch model, robust item calibrationRRA, reliability robustness analysis, uncertainty-aware reliability analysis, robust probabilistic reliability
Seotud54
KokkuvõteThe 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 reliability analysis is an engineering method that combines classical reliability estimation with robustness principles to quantify and improve system dependability in the presence of parameter uncertainty and variability. Rather than assuming fixed input values, it propagates distributions of noise factors through a reliability model to produce probability-of-failure estimates that remain valid across a range of operating conditions and manufacturing tolerances.
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ScholarGateVõrdle meetodeid: Robust Rasch Model · Robust Reliability Analysis. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare