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: 1.0-0
Depends: R (≥ 3.1.0), parallel, partykit
Imports: stats, grid, graphics, methods, nlme (≥ 3.1-123), rpart, formula.tools, numDeriv, ucminf, zoo, sandwich, strucchange
Published: 2017-08-22
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)]
NeedsCompilation: yes
Citation: vcrpart citation info
Materials: NEWS
In views: MachineLearning
CRAN checks: vcrpart results

Downloads:

Reference manual: vcrpart.pdf
Vignettes: Coefficient-wise tree-based varying coefficient regression with vcrpart
Package source: vcrpart_1.0-0.tar.gz
Windows binaries: r-devel: vcrpart_1.0-0.zip, r-release: vcrpart_1.0-0.zip, r-oldrel: vcrpart_1.0-0.zip
OS X El Capitan binaries: r-release: vcrpart_1.0-0.tgz
OS X Mavericks binaries: r-oldrel: vcrpart_1.0-0.tgz
Old sources: vcrpart archive

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