PO.EN: An Elastic-Net Regularized Presence-Only Model

Presence-only model with Elastic Net penalty is a regularized generalized linear model training on the presence-absence response. This package provides functions for tuning and fitting the presence-only model. The presence-only model can be used to predict regulatory effects of genetic variants at sequence-level resolution by integrating a large number of epigenetic features and massively parallel reporter assays (MPRAs).

Package details

AuthorZikun Yang [aut, cre, cph], Chen Wang [ctb], Iuliana Ionita-Laza [aut, ctb]
MaintainerZikun Yang <yangzikun1125@gmail.com>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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PO.EN documentation built on Aug. 19, 2020, 9:06 a.m.