Bayesian factor models for multivariate categorical data obtained from questionnaires

Factor analysis is a flexible technique for assessment of multivariate dependence and codependence. Besides being an exploratory tool used to reduce the dimensionality of multivariate data, it allows estimation of common factors that often have an interesting theoretical interpretation in real probl...

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Veröffentlicht in:	Journal of applied statistics 2021-12, Vol.48 (16), p.3150-3173
Hauptverfasser:	Capdeville, Vitor, Gonçalves, Kelly C. M., Pereira, João B. M.
Format:	Artikel
Sprache:	eng
Schlagworte:	categorical distribution data reduction Latent factors Metropolis-Hastings algorithm polychoric correlation
Online-Zugang:	Volltext
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