CRAN/E | lcra

lcra

Bayesian Joint Latent Class and Regression Models

Installation

About

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 doi:10.1097/EDE.0000000000001139.

github.com/umich-biostatistics/lcra
System requirements JAGS 4.x.y or WinBUGS 1.4
Bug report File report

Key Metrics

Version 1.1.5
R ≥ 3.4.0
Published 2024-03-08 43 days ago
Needs compilation? no
License GPL-2
CRAN checks lcra results

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Maintainer

Maintainer

Michael Kleinsasser

biostat-cran-manager@umich.edu

Authors

Michael Elliot

aut

Zhangchen Zhao

aut

Michael Kleinsasser

aut / cre

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

lcra archive

Depends

R ≥ 3.4.0

Imports

rlang
coda
rjags

Suggests

R2WinBUGS
gtools