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Fits a Bayesian Regression Model for multivariate count data. This model assumes that the data is distributed according to the Conway-Maxwell-Poisson distribution, and for each response variable it is associate different covariates. This model allows to account for correlations between the counts by using latent effects based on the Chib and Winkelmann (2001) <http://www.jstor.org/stable/1392277> proposal.
| Version: | 0.1.0 |
| Depends: | R (≥ 2.10) |
| Imports: | purrr, mvnfast, stats, progress, bayesplot, ggplot2, cowplot |
| Published: | 2024-06-20 |
| DOI: | 10.32614/CRAN.package.MultRegCMP |
| Author: | Mauro Florez [aut, cre] |
| Maintainer: | Mauro Florez <mf53 at rice.edu> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | MultRegCMP results |
| Reference manual: | MultRegCMP.pdf |
| Package source: | MultRegCMP_0.1.0.tar.gz |
| Windows binaries: | r-devel: MultRegCMP_0.1.0.zip, r-release: MultRegCMP_0.1.0.zip, r-oldrel: MultRegCMP_0.1.0.zip |
| macOS binaries: | r-release (arm64): MultRegCMP_0.1.0.tgz, r-oldrel (arm64): MultRegCMP_0.1.0.tgz, r-release (x86_64): MultRegCMP_0.1.0.tgz, r-oldrel (x86_64): MultRegCMP_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.