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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.

Functions in vcrpart

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

Name
tvcm.Rnw
v80i06.pdf
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Details

Type Package
Date 2020-02-04
License GPL (>= 2)
LazyLoad yes
NeedsCompilation yes
Packaged 2020-02-06 18:44:02 UTC; reto
Repository CRAN
Date/Publication 2020-02-26 23:50:02 UTC

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