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Bayesian McDonald's omega

Bayesian McDonald's omega applies Bayesian statistical estimation to the omega reliability coefficient, yielding a full posterior distribution over omega rather than a single point estimate. This provides credible intervals and probabilistic uncertainty quantification for the reliability of a composite or scale score, making it especially useful for small samples and complex factor structures.

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Bayesian Estimation of McDonald's Omega Reliability Coefficient

Taksonomski zapis metode · latent-structure / psychometrics

Kelley, K. & Pornprasertmanit, S. (2016). Confidence intervals for population reliability coefficients: Evaluation of methods, recommendations, and software for composite measures. Psychological Methods, 21(1), 69–92. · DOI 10.1037/a0040086
McDonald, R. P. (1999). Test theory: A unified treatment. Lawrence Erlbaum Associates. · ISBN 978-0805830750

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Taxonomic bucketBayesian Confirmatory Factor Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketBayesian Cronbach's alphamachine-suggested · Relational suggestion, not evidence.See alsoBayesian Reliability Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketConfirmatory factor analysismachine-suggested · Relational suggestion, not evidence.