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mmcmcBayes

Multistage MCMC Method for Detecting DMRs

v0.2.0 · Dec 20, 2025 · GPL-3

Description

Implements differential methylation region (DMR) detection using a multistage Markov chain Monte Carlo (MCMC) algorithm based on the alpha-skew generalized normal (ASGN) distribution. Version 0.2.0 removes the Anderson-Darling test stage, improves computational efficiency of the core ASGN and multistage MCMC routines, and adds convenience functions for summarizing and visualizing detected DMRs. The methodology is based on Yang (2025) <https://www.proquest.com/docview/3218878972>.

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CRAN Check Status

3 NOTE
11 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (3 non-OK)
NOTE r-oldrel-macos-arm64

installed package size

installed size is  6.4Mb
  sub-directories of 1Mb or more:
    data   6.2Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.4Mb
  sub-directories of 1Mb or more:
    data   6.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  5.9Mb
  sub-directories of 1Mb or more:
    data   5.8Mb

Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  6.4Mb
  sub-directories of 1Mb or more:
    data   6.2Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.4Mb
  sub-directories of 1Mb or more:
    data   6.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  5.9Mb
  sub-directories of 1Mb or more:
    data   5.8Mb

Dependency Network

Dependencies Reverse dependencies MCMCpack mmcmcBayes

Version History

new 0.2.0 Mar 10, 2026
updated 0.2.0 ← 0.1.0 diff Dec 20, 2025
new 0.1.0 Nov 23, 2025