Bayesian Joint Latent Class and Regression Models

For fitting Bayesian joint latent class and regression models using Gibbs sampling. See the documentation for the model. The technical details of the model implemented here are described in Elliott, Michael R., Zhao, Zhangchen, Mukherjee, Bhramar, Kanaya, Alka, Needham, Belinda L., "Methods to account for uncertainty in latent class assignments when using latent classes as predictors in regression models, with application to acculturation strategy measures" (2020) In press at Epidemiology .


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Reference manual

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install.packages("lcra")

1.1.2 by Michael Kleinsasser, 3 months ago


https://github.com/umich-biostatistics/lcra


Report a bug at https://github.com/umich-biostatistics/lcra/issues


Browse source code at https://github.com/cran/lcra


Authors: Michael Elliot [aut] , Zhangchen Zhao [aut] , Michael Kleinsasser [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports rlang, coda, rjags

Suggests R2WinBUGS, gtools

System requirements: JAGS 4.x.y or WinBUGS 1.4


See at CRAN