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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).

Version: 0.1.0
Imports: mvtnorm (≥ 1.0-5), copula (≥ 0.999-15), Rcpp (≥ 0.12.6), methods (≥ 3.3.2)
LinkingTo: Rcpp, RcppArmadillo
Published: 2016-12-21
DOI: 10.32614/CRAN.package.pgee.mixed
Author: Ved Deshpande [aut, cre]
Maintainer: Ved Deshpande <veddeshpande at gmail.com>
BugReports: http://github.com/kaos42/pgee.mixed/issues
License: GPL-2
URL: http://github.com/kaos42/pgee.mixed
NeedsCompilation: yes
Materials: README NEWS
CRAN checks: pgee.mixed results

Documentation:

Reference manual: pgee.mixed.pdf

Downloads:

Package source: pgee.mixed_0.1.0.tar.gz
Windows binaries: r-devel: pgee.mixed_0.1.0.zip, r-release: pgee.mixed_0.1.0.zip, r-oldrel: pgee.mixed_0.1.0.zip
macOS binaries: r-release (arm64): pgee.mixed_0.1.0.tgz, r-oldrel (arm64): pgee.mixed_0.1.0.tgz, r-release (x86_64): pgee.mixed_0.1.0.tgz, r-oldrel (x86_64): pgee.mixed_0.1.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.