Implements a multi-stage MCMC Bayesian framework for detecting differentially methylated regions (DMRs) in epigenetic data. It uses Bayesian inference with Alpha-Skew Generalized Normal (ASGN) model and support Bayes Factor or Anderson-Darling Test for region selection. The methodology is based on Yang (2025) <https://www.proquest.com/docview/3218878972>.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | MCMCpack (≥ 1.4-0) |
| Suggests: | kSamples, testthat (≥ 3.0.0), knitr, rmarkdown |
| Published: | 2025-11-24 |
| DOI: | 10.32614/CRAN.package.mmcmcBayes (may not be active yet) |
| Author: | Zhexuan Yang [aut, cre], Duchwan Ryu [aut], Feng Luan [aut] |
| Maintainer: | Zhexuan Yang <zky5198 at psu.edu> |
| BugReports: | https://github.com/zyang1919/mmcmcBayes/issues |
| License: | GPL-3 |
| URL: | https://github.com/zyang1919/mmcmcBayes |
| NeedsCompilation: | no |
| CRAN checks: | mmcmcBayes results |
| Reference manual: | mmcmcBayes.html , mmcmcBayes.pdf |
| Package source: | mmcmcBayes_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): mmcmcBayes_0.1.0.tgz, r-oldrel (arm64): mmcmcBayes_0.1.0.tgz, r-release (x86_64): mmcmcBayes_0.1.0.tgz, r-oldrel (x86_64): mmcmcBayes_0.1.0.tgz |
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