The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

EMJMCMC: Evolutionary Mode Jumping Markov Chain Monte Carlo Expert Toolbox

Implementation of the Mode Jumping Markov Chain Monte Carlo algorithm from Hubin, A., Storvik, G. (2018) <doi:10.1016/j.csda.2018.05.020>, Genetically Modified Mode Jumping Markov Chain Monte Carlo from Hubin, A., Storvik, G., & Frommlet, F. (2020) <doi:10.1214/18-BA1141>, Hubin, A., Storvik, G., & Frommlet, F. (2021) <doi:10.1613/jair.1.13047>, and Hubin, A., Heinze, G., & De Bin, R. (2023) <doi:10.3390/fractalfract7090641>, and Reversible Genetically Modified Mode Jumping Markov Chain Monte Carlo from Hubin, A., Frommlet, F., & Storvik, G. (2021) <doi:10.48550/arXiv.2110.05316>, which allow for estimating posterior model probabilities and Bayesian model averaging across a wide set of Bayesian models including linear, generalized linear, generalized linear mixed, generalized nonlinear, generalized nonlinear mixed, and logic regression models.

Version: 1.5.0
Depends: R (≥ 3.4.1), bigmemory
Imports: glmnet, biglm, hash, BAS, stringi, parallel, methods, speedglm, stats, withr
Suggests: testthat (≥ 3.0.0), bindata, clusterGeneration, reshape2
Published: 2024-05-03
DOI: 10.32614/CRAN.package.EMJMCMC
Author: Aliaksandr Hubin [aut], Waldir Leoncio [cre, aut], Geir Storvik [ctb], Florian Frommlet [ctb]
Maintainer: Waldir Leoncio <w.l.netto at medisin.uio.no>
License: GPL-2 | GPL-3 [expanded from: GPL]
NeedsCompilation: no
Materials: NEWS
CRAN checks: EMJMCMC results

Documentation:

Reference manual: EMJMCMC.pdf

Downloads:

Package source: EMJMCMC_1.5.0.tar.gz
Windows binaries: r-devel: EMJMCMC_1.5.0.zip, r-release: EMJMCMC_1.5.0.zip, r-oldrel: EMJMCMC_1.5.0.zip
macOS binaries: r-release (arm64): EMJMCMC_1.5.0.tgz, r-oldrel (arm64): EMJMCMC_1.5.0.tgz, r-release (x86_64): EMJMCMC_1.5.0.tgz, r-oldrel (x86_64): EMJMCMC_1.5.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=EMJMCMC to link to this page.

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.
Health stats visible at Monitor.