ScholarGate
Асистент

Сравнение на методи

Прегледайте избраните методи един до друг; редовете с разлики са откроени.

Устойчив коефициент на алфа на Кронбах×Теория на отговора на елемент (ТОЕ)×
ОбластПсихометрияПсихометрия
СемействоLatent structureLatent structure
Година на възникване2002–20161952–1968
СъздателDerived from Lee J. Cronbach (1951); robust variants formalized by Yuan & Bentler (2002) and Zhang & Yuan (2016)Frederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
ТипRobust reliability coefficientProbabilistic measurement model
Основополагащ източникYuan, K.-H., & Bentler, P. M. (2002). On robustness of the normal-theory based asymptotic distributions of three reliability coefficient estimates. Psychometrika, 67(2), 251–268. DOI ↗Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗
Други названияrobust alpha, outlier-resistant Cronbach's alpha, robust internal consistency, robust coefficient alphaIRT, latent trait theory, item characteristic curve theory, modern test theory
Свързани35
РезюмеRobust Cronbach's alpha adapts the classical internal consistency coefficient to data that violate the assumption of multivariate normality or contain influential outliers. By replacing the conventional sample covariance matrix with a robust counterpart, it yields a reliability estimate that is resistant to distortion by non-normal response distributions, contaminated observations, or small violations of model assumptions common in applied psychometric work.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.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

Към търсенето Изтегляне на слайдове

ScholarGateСравнение на методи: Robust Cronbach's Alpha · Item Response Theory. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare