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mmcmcBayes (version 0.1.0)

Multistage MCMC Method for Detecting DMRs

Description

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) .

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Install

install.packages('mmcmcBayes')

Monthly Downloads

419

Version

0.1.0

License

GPL-3

Issues

0

Pull Requests

0

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0

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Maintainer

Zhexuan Yang

Last Published

November 24th, 2025

Functions in mmcmcBayes (0.1.0)

traceplot_asgn

Create Traceplots for MCMC Parameters
asgn_func

ASGN Model Parameter Estimation using MCMC
compare_dmrs

Compare Differentially Methylated Regions (DMRs) from Two Methods
cancer_demo

Cancer Methylation Demo Data
mmcmcBayes

Multi-stage MCMC Bayesian Method for DMR Detection
normal_demo

Normal Methylation Demo Data