pgee.mixed: Penalized Generalized Estimating Equations for Bivariate Mixed Outcomes

Perform simultaneous estimation and variable selection for correlated bivariate mixed outcomes (one continuous outcome and one binary outcome per cluster) using penalized generalized estimating equations. In addition, clustered Gaussian and binary outcomes can also be modeled. The SCAD, MCP, and LASSO penalties are supported. Cross-validation can be performed to find the optimal regularization parameter(s).

Getting started

Package details

AuthorVed Deshpande [aut, cre]
MaintainerVed Deshpande <[email protected]>
LicenseGPL-2
Version0.1.0
URL http://github.com/kaos42/pgee.mixed
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("pgee.mixed")

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pgee.mixed documentation built on May 29, 2017, 10:43 p.m.