A Bayesian auxiliary variable model jointly analyzes qualitative and quantitative responses by linking them through a latent variable, improving prediction in simulations and applied to Virginia birth records for preterm birth and birth weight.
Dynamic latent trait models for multidimensional longitudinal data
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Bayesian Auxiliary Variable Model for Birth Records Data with Qualitative and Quantitative Responses
A Bayesian auxiliary variable model jointly analyzes qualitative and quantitative responses by linking them through a latent variable, improving prediction in simulations and applied to Virginia birth records for preterm birth and birth weight.