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Robustná McDonaldova omega×Teória odozvy položky (IRT)×
OdborPsychometriaPsychometria
RodinaLatent structureLatent structure
Rok vzniku1999 (omega); robust variant formalized in 2000s–2010s1952–1968
TvorcaRoderick P. McDonald (omega); robust extension via robust SEM estimators (MLR, DWLS)Frederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
TypReliability coefficientProbabilistic measurement model
Pôvodný zdrojMcDonald, R. P. (1999). Test theory: A unified treatment. Lawrence Erlbaum Associates. ISBN: 978-0805830408Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗
Ďalšie názvyrobust omega, omega total (robust), robust omega-total, robust composite reliabilityIRT, latent trait theory, item characteristic curve theory, modern test theory
Príbuzné45
ZhrnutieRobust McDonald's omega estimates the internal consistency reliability of a composite scale using factor-analytic loadings obtained through robust estimation methods (such as MLR or DWLS). Unlike standard omega or Cronbach's alpha, it remains accurate when item distributions are non-normal, skewed, or when the sample contains influential outliers — conditions common in applied psychological and educational measurement.Item response theory models the probability that a respondent answers an item correctly (or endorses it) as a function of the respondent's latent trait level and the item's own statistical properties — difficulty, discrimination, and guessing. Unlike classical test theory, IRT places persons and items on the same scale, yielding measurement that is sample-independent for items and test-independent for persons.
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ScholarGatePorovnať metódy: Robust McDonald's Omega · Item Response Theory. Získané 2026-06-19 z https://scholargate.app/sk/compare