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Ricerca sulla verifica di modelli bayesiani×Confirmatory factor analysis×
CampoDisegno della ricercaPsicometria
FamigliaProcess / pipelineLatent structure
Anno di origine1935 (Jeffreys); widely adopted in social and behavioral sciences from the 1990s onward1969
IdeatoreHarold Jeffreys; formalized for applied sciences by Robert Kass and Adrian RafteryKarl Gustav Jöreskog
TipoQuantitative inferential research designHypothesis-testing latent variable model
Fonte seminaleKass, R. E., & Raftery, A. E. (1995). Bayes factors. Journal of the American Statistical Association, 90(430), 773–795. DOI ↗Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗
AliasBayesian hypothesis testing, Bayesian model comparison, Bayes factor analysis, BMTCFA, confirmatory FA, measurement model, restricted factor analysis
Correlati44
SintesiBayesian model testing research is a quantitative design in which competing theoretical models or hypotheses are evaluated by comparing their marginal likelihoods given observed data. The central tool is the Bayes factor — a ratio that quantifies how much more likely the data are under one model than under another. Unlike null-hypothesis significance testing, Bayesian model testing yields direct evidence for or against specific hypotheses, incorporates prior knowledge, and can support a null hypothesis rather than merely failing to reject it.Confirmatory factor analysis tests a researcher-specified factor structure against observed data. Unlike exploratory approaches, the researcher decides in advance which indicators load on which latent factor, and the model is evaluated by how closely the implied covariance matrix reproduces the sample covariance matrix. CFA is central to scale validation, construct validity assessment, and measurement invariance testing.
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  1. v1
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ScholarGateConfronta i metodi: Bayesian Model Testing Research · Confirmatory factor analysis. Consultato il 2026-06-17 da https://scholargate.app/it/compare