EMeth-package: Cell type decomposition based on methylation data

In Hanyuz1996/EMeth: Cell type decomposition based on methylation data

Description

This is a package for implementing EMeth algorithm. It provide two families of EMeth ("normal" and "laplace") and also has a wrapper for cross-validation of tuning parameters for the penalized likelihood method.

Details

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~~ This package provides implementations of the EMeth algorithm. It contains two important functions. - emeth, which provides implementation of two families of EMeth, normal and laplace, accordingto what likelihood is used. Generally we recommend the use of laplace family. - cv.emeth, which helps tuning the ridge penalty by cross validation ~~

Author(s)

Hanyu Zhang

Maintainer: Hanyu Zhang <[e-mail]>

Examples

# Examples can be found in the "example" subdirectory.

Hanyuz1996/EMeth documentation built on Dec. 31, 2020, 12:59 p.m.