Package: lcra 1.1.5
Michael Kleinsasser
lcra: 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 <doi:10.1097/EDE.0000000000001139>.
Authors:
lcra_1.1.5.tar.gz
lcra_1.1.5.tar.gz(r-4.7-any)lcra_1.1.5.tar.gz(r-4.6-any)
lcra_1.1.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
lcra/json (API)
| # Install 'lcra' in R: |
| install.packages('lcra', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/umich-biostatistics/lcra/issues
- jags– Just Another Gibbs Sampler for Bayesian MCMC - binary JAGS is Just Another Gibbs Sampler. It is a program for analysis of Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) simulation not wholly unlike BUGS. JAGS was written with three aims in mind: * To have an engine for the BUGS language that runs on Unix * To be extensible, allowing users to write their own functions, distributions and samplers. * To be a plaftorm for experimentation with ideas in Bayesian modelling This package contains the 'jags' binary as well as the associated shared library modules loaded by the binary.
- c++– GNU Standard C++ Library v3
- express - Small simulated data set
- latent3 - Simulated data set number 2
- latent3_binary - Simulated data set number 2
- paper_sim - Simulated data set
- paper_sim_binary - Simulated data set
Last updated from:2ba5afa517. Checks:4 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 143 | ||
| source / vignettes | OK | 172 | ||
| linux-release-x86_64 | OK | 113 | ||
| wasm-release | OK | 105 |
Exports:lcra
