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

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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.

Author
Reto Buergin [aut, cre, cph], Gilbert Ritschard [ctb, ths]
Date of publication
2016-11-05 20:13:17
Maintainer
Reto Buergin <rbuergin@gmx.ch>
License
GPL (>= 2)
Version
0.4-2

View on CRAN

Man pages

contr-wsum
Contrast matrices
fvcm
Bagging and Random Forests based on 'tvcm'
fvcm-methods
Methods for 'fvcm' objects
movie
Movie critics
olmm
Fitting ordinal and nominal two-stage linear mixed models
olmm-control
Control parameters for 'olmm'.
olmm-gefp
Methods for score processes of 'olmm' objects
olmm-methods
Methods for 'olmm' objects
olmm-predict
Predict outcome probabilities and responses for 'olmm'...
olmm-summary
Printing and summarizing 'olmm' objects
otsplot
Time-series plot for longitudinal ordinal data
PL
Effect of parental leave policy
poverty
Poverty in Switzerland
schizo
National Institute of Mental Health shizophrenia study
tvcglm
Coefficient-wise tree-based varying coefficient regression...
tvcm
Tree-based varying coefficient regression models
tvcm-control
Control parameters for 'tvcm'.
tvcm-cv
Model selection utility functions for 'tvcm' objects.
tvcm-methods
Methods for 'tvcm' objects
tvcm-plot
'plot' method for 'tvcm' objects.
tvcolmm
Tree-based varying coefficient regression based on ordinal...
vcrpart-demo
Synthetic data sets
vcrpart-formula
Special terms for formulas.

Files in this package

vcrpart
vcrpart/inst
vcrpart/inst/CITATION
vcrpart/ToDo
vcrpart/src
vcrpart/src/Makevars
vcrpart/src/tvcm.h
vcrpart/src/tvcm.c
vcrpart/src/utils.c
vcrpart/src/olmm.h
vcrpart/src/utils.h
vcrpart/src/olmm.c
vcrpart/src/init.c
vcrpart/NAMESPACE
vcrpart/NEWS
vcrpart/data
vcrpart/data/schizo.RData
vcrpart/data/vcrpart_1.RData
vcrpart/data/movie.RData
vcrpart/data/PL.RData
vcrpart/data/poverty.RData
vcrpart/data/vcrpart_2.RData
vcrpart/data/vcrpart_3.RData
vcrpart/data/unemp.RData
vcrpart/R
vcrpart/R/utils.R
vcrpart/R/tvcm-utils.R
vcrpart/R/fvcm.R
vcrpart/R/tvcm.R
vcrpart/R/otsplot.R
vcrpart/R/olmm-utils.R
vcrpart/R/olmm-methods.R
vcrpart/R/import.R
vcrpart/R/tvcm-cv.R
vcrpart/R/olmm.R
vcrpart/R/tvcm-methods.R
vcrpart/R/AllGeneric.R
vcrpart/R/tvcm-plot.R
vcrpart/R/AAA.R
vcrpart/MD5
vcrpart/DESCRIPTION
vcrpart/man
vcrpart/man/contr-wsum.Rd
vcrpart/man/tvcm.Rd
vcrpart/man/olmm-control.Rd
vcrpart/man/olmm-summary.Rd
vcrpart/man/fvcm.Rd
vcrpart/man/tvcolmm.Rd
vcrpart/man/tvcm-methods.Rd
vcrpart/man/tvcm-control.Rd
vcrpart/man/poverty.Rd
vcrpart/man/olmm-predict.Rd
vcrpart/man/tvcm-cv.Rd
vcrpart/man/vcrpart-demo.Rd
vcrpart/man/olmm.Rd
vcrpart/man/vcrpart-formula.Rd
vcrpart/man/movie.Rd
vcrpart/man/PL.Rd
vcrpart/man/tvcm-plot.Rd
vcrpart/man/otsplot.Rd
vcrpart/man/schizo.Rd
vcrpart/man/fvcm-methods.Rd
vcrpart/man/tvcglm.Rd
vcrpart/man/olmm-methods.Rd
vcrpart/man/olmm-gefp.Rd