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RefFreeEWAS (version 2.0)

EWAS using Reference-Free DNA Methylation Mixture Deconvolution

Description

Reference-free method for conducting EWAS while deconvoluting DNA methylation arising as mixtures of cell types. The older method (Houseman et al., 2014) is similar to surrogate variable analysis (SVA and ISVA), except that it makes additional use of a biological mixture assumption. The newer method (Houseman et al., 2016) is similar to non-negative matrix factorization, with additional constraints and additional utilities.

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Install

install.packages('RefFreeEWAS')

Monthly Downloads

63

Version

2.0

License

GPL (>= 2)

Last Published

January 29th, 2016

Functions in RefFreeEWAS (2.0)