قارن الطرق

	تحليل العوامل البايزي	تحليل العوامل التأكيدي (CFA)
المجال	بايزي	الإحصاء
العائلة	Bayesian methods	Latent structure
سنة النشأة	2004	1969
صاحب الطريقة	Lopes & West (2004) for Bayesian model assessment in factor analysis	Karl Jöreskog
النوع	Bayesian latent variable model	Confirmatory latent variable model
المصدر التأسيسي	Lopes, H. F. & West, M. (2004). Bayesian Model Assessment in Factor Analysis. Statistica Sinica, 14(1), 41–67.	Brown, T. A. (2015). Confirmatory Factor Analysis for Applied Research (2nd ed.). The Guilford Press. ISBN: 978-1462515363
الأسماء البديلة	Bayesian EFA, Bayesian CFA, Bayesçi Faktör Analizi, probabilistic factor analysis	Doğrulayıcı Faktör Analizi (CFA), confirmatory factor analysis, measurement model
ذات صلة	7	4
الملخص	Bayesian Factor Analysis is a probabilistic latent-variable method that places prior distributions on the factor loading matrix and the residual variances, then infers a full posterior over these parameters from the observed data. Developed prominently in the Bayesian framework by Lopes and West (2004), it extends classical exploratory and confirmatory factor analysis by quantifying uncertainty in every estimated loading rather than reporting single point estimates.	Confirmatory factor analysis tests whether a researcher-specified factor structure fits the observed data. Formalised by Karl Jöreskog in 1969, it is the measurement-model step within structural equation modelling and is the standard tool for validating the factorial structure of scales and questionnaires before comparing groups or estimating latent relationships.