vcrpart: Tree-Based Varying Coefficient Regression for Generalized Linear and Ordinal Mixed Models

Recursive partitioning for varying coefficient generalized linear models and ordinal linear mixed models. Special features are coefficient-wise partitioning, non-varying coefficients and partitioning of time-varying variables in longitudinal regression.

Version: 0.3-3
Depends: R (≥ 3.1.0), parallel, partykit
Imports: stats, grid, graphics, methods, nlme, rpart, numDeriv, ucminf, zoo, sandwich, strucchange
Published: 2015-03-17
Author: Reto Buergin [aut, cre, cph], Gilbert Ritschard [ctb, ths]
Maintainer: Reto Buergin <rbuergin at gmx.ch>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: http://vcrpart.wordpress.com
NeedsCompilation: yes
Citation: vcrpart citation info
Materials: NEWS
In views: MachineLearning
CRAN checks: vcrpart results

Downloads:

Reference manual: vcrpart.pdf
Package source: vcrpart_0.3-3.tar.gz
Windows binaries: r-devel: vcrpart_0.3-3.zip, r-release: vcrpart_0.3-3.zip, r-oldrel: vcrpart_0.3-3.zip
OS X Snow Leopard binaries: r-release: vcrpart_0.3-3.tgz, r-oldrel: vcrpart_0.3-3.tgz
OS X Mavericks binaries: r-release: vcrpart_0.3-3.tgz
Old sources: vcrpart archive