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bioconductor-dmrscan

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Detection of Differentially Methylated Regions

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-dmrscan

Usage Tracking

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Description

This package detects significant differentially methylated regions (for both qualitative and quantitative traits), using a scan statistic with underlying Poisson heuristics. The scan statistic will depend on a sequence of window sizes (# of CpGs within each window) and on a threshold for each window size. This threshold can be calculated by three different means: i) analytically using Siegmund et.al (2012) solution (preferred), ii) an important sampling as suggested by Zhang (2008), and a iii) full MCMC modeling of the data, choosing between a number of different options for modeling the dependency between each CpG.

About

Summary

Detection of Differentially Methylated Regions

Last Updated

Dec 19, 2024 at 22:50

License

GPL-3

Total Downloads

20.7K

Supported Platforms

noarch