Joint analysis of mixed types of outcomes with latent variables.
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DOI: 10.1002/sim.8840
Abstract: We propose a joint modeling approach to investigating the observed and latent risk factors of mixed types of outcomes. The proposed model comprises three parts. The first part is an exploratory factor analysis model that… read more here.
Keywords: types outcomes; analysis; risk factors; mixed types ... See more keywords
A Bayesian approach to study design and analysis with type I error rate control for response variables of mixed types
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DOI: 10.1002/sim.9696
Abstract: There has been increased interest in the design and analysis of studies consisting of multiple response variables of mixed types. For example, in clinical trials, it is desirable to establish efficacy for a treatment effect… read more here.
Keywords: mixed types; variables mixed; bayesian approach; response ... See more keywords