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Multivariate Behavioral…2
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Hoijtink, Herbert1
Manton, Kenneth G.1
Woodbury, Max A.1
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Confirmatory Latent Class Analysis: Model Selection Using Bayes Factors and (Pseudo) Likelihood Ratio Statistics.
Peer reviewed Peer reviewed
Hoijtink, Herbert – Multivariate Behavioral Research, 2001
Discusses , in the context of confirmatory latent class analysis, model selection using Bayes factors and (pseudo) likelihood ratio statistics. Uses a small simulation study to show that in this context, Bayes factors and the pseudo likelihood ratio statistics have the best properties. (SLD)
Descriptors: Bayesian Statistics, Mathematical Models
Empirical Bayes Approaches to Multivariate Fuzzy Partitions.
Peer reviewed Peer reviewed
Woodbury, Max A.; Manton, Kenneth G. – Multivariate Behavioral Research, 1991
An empirical Bayes-maximum likelihood estimation procedure is presented for the application of fuzzy partition models in describing high dimensional discrete response data. The model describes individuals in terms of partial membership in multiple latent categories that represent bounded discrete spaces. (SLD)
Descriptors: Bayesian Statistics, Equations (Mathematics), Estimation (Mathematics), Mathematical Models