hheiling/glmmPen: High Dimensional Penalized Generalized Linear Mixed Models (pGLMM)

Fits penalized high and low dimensional generalized linear mixed models using the Monte Carlo Expectation Conditional Minimization (MCECM) algorithm and coordinate descent. Supports fitting of logistic regression models and MCP penalties.

Getting started

Package details

AuthorHillary Heiling [aut, cre], Naim Rashid [aut], Quefeng Li [aut]
MaintainerHillary Heiling <hheiling@live.unc.edu>
LicenseGPL (>= 2)
Version1.4.8.6
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("hheiling/glmmPen")
hheiling/glmmPen documentation built on June 7, 2020, 6:12 a.m.