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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. A description of a part of this package was published by Burgin and Ritschard (2017) <doi:10.18637/jss.v080.i06>.
| Version: |
1.0-6 |
| Depends: |
R (≥ 3.1.0), parallel, partykit |
| Imports: |
stats, grid, graphics, methods, nlme (≥ 3.1-123), rpart, formula.tools, numDeriv, ucminf, zoo, sandwich, strucchange |
| Suggests: |
xtable, mlbench, Ecdat, RWeka |
| Published: |
2024-10-04 |
| DOI: |
10.32614/CRAN.package.vcrpart |
| Author: |
Reto Burgin  [aut,
cre],
Gilbert Ritschard
[ctb] |
| Maintainer: |
Reto Burgin <rbuergin at gmx.ch> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
yes |
| Citation: |
vcrpart citation info |
| Materials: |
NEWS |
| CRAN checks: |
vcrpart results |
Documentation:
Downloads:
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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.