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

## Documentation for package ‘vcrpart’ version 1.0-4

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

A B C D E F G L M N O P R S T U V W

## -- A --

adjacent | Fitting ordinal and nominal two-stage linear mixed models
anova.olmm | Methods for 'olmm' objects

## -- B --

baseline | Fitting ordinal and nominal two-stage linear mixed models

## -- C --

ce | Special terms for formulas.
coef.olmm | Methods for 'olmm' objects
coef.tvcm | Methods for 'tvcm' objects
coefficients.olmm | Methods for 'olmm' objects
coefficients.tvcm | Methods for 'tvcm' objects
contr.wsum | Contrast matrices
cumulative | Fitting ordinal and nominal two-stage linear mixed models
cvloss | Model selection utility functions for 'tvcm' objects.
cvloss.tvcm | Model selection utility functions for 'tvcm' objects.

## -- D --

depth.tvcm | Methods for 'tvcm' objects
deviance.olmm | Methods for 'olmm' objects

## -- E --

estfun.olmm | Methods for score processes of 'olmm' objects
extract | Methods for 'tvcm' objects
extract.tvcm | Methods for 'tvcm' objects

## -- F --

family.olmm | Fitting ordinal and nominal two-stage linear mixed models
fe | Special terms for formulas.
fitted.fvcm | Methods for 'fvcm' objects
fitted.olmm | Predict outcome probabilities and responses for 'olmm' objects
fitted.tvcm | Methods for 'tvcm' objects
fixef | Methods for 'olmm' objects
fixef.glm | Methods for 'olmm' objects
fixef.olmm | Methods for 'olmm' objects
folds_control | Model selection utility functions for 'tvcm' objects.
formula.olmm | Methods for 'olmm' objects
formula.tvcm | Methods for 'tvcm' objects
fvcglm | Bagging and Random Forests based on 'tvcm'
fvcglm_control | Bagging and Random Forests based on 'tvcm'
fvcm | Bagging and Random Forests based on 'tvcm'
fvcm-methods | Methods for 'fvcm' objects
fvcm_control | Bagging and Random Forests based on 'tvcm'
fvcolmm | Bagging and Random Forests based on 'tvcm'
fvcolmm_control | Bagging and Random Forests based on 'tvcm'

## -- G --

ge | Special terms for formulas.
gefp.olmm | Methods for score processes of 'olmm' objects
getCall.olmm | Methods for 'olmm' objects
getCall.tvcm | Methods for 'tvcm' objects

## -- L --

logLik.olmm | Methods for 'olmm' objects
logLik.tvcm | Methods for 'tvcm' objects

## -- M --

model.frame.olmm | Methods for 'olmm' objects
model.frame.tvcm | Methods for 'tvcm' objects
model.matrix.olmm | Methods for 'olmm' objects
movie | Movie critics

## -- N --

neglogLik2 | Methods for 'olmm' objects
neglogLik2.olmm | Methods for 'olmm' objects
neglogLik2.tvcm | Methods for 'tvcm' objects
nobs.tvcm | Methods for 'tvcm' objects

## -- O --

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' objects
olmm-summary | Printing and summarizing 'olmm' objects
olmm_control | Control parameters for 'olmm'.
oobloss | Model selection utility functions for 'tvcm' objects.
oobloss.fvcm | Methods for 'fvcm' objects
oobloss.tvcm | Model selection utility functions for 'tvcm' objects.
otsplot | Time-series plot for longitudinal ordinal data
otsplot.default | Time-series plot for longitudinal ordinal data
otsplot_control | Time-series plot for longitudinal ordinal data
otsplot_filter | Time-series plot for longitudinal ordinal data

## -- P --

panel_coef | 'plot' method for 'tvcm' objects.
panel_partdep | 'plot' method for 'tvcm' objects.
PL | Effect of parental leave policy
plot.cvloss.tvcm | Model selection utility functions for 'tvcm' objects.
plot.fvcm | Methods for 'fvcm' objects
plot.tvcm | 'plot' method for 'tvcm' objects.
poverty | Poverty in Switzerland
predecor_control | Methods for score processes of 'olmm' objects
predict.fvcm | Methods for 'fvcm' objects
predict.olmm | Predict outcome probabilities and responses for 'olmm' objects
predict.tvcm | Methods for 'tvcm' objects
print.fvcm | Methods for 'fvcm' objects
print.olmm | Printing and summarizing 'olmm' objects
print.summary.olmm | Printing and summarizing 'olmm' objects
print.tvcm | Methods for 'tvcm' objects
print.VarCorr.olmm | Methods for 'olmm' objects
prune | Model selection utility functions for 'tvcm' objects.
prune.tvcm | Model selection utility functions for 'tvcm' objects.
prunepath | Model selection utility functions for 'tvcm' objects.
prunepath.tvcm | Model selection utility functions for 'tvcm' objects.

## -- R --

ranef | Methods for 'olmm' objects
ranef.fvcm | Methods for 'fvcm' objects
ranef.olmm | Methods for 'olmm' objects
ranef.tvcm | Methods for 'tvcm' objects
ranefCov | Methods for 'olmm' objects
ranefCov.olmm | Methods for 'olmm' objects
re | Special terms for formulas.
resid.olmm | Methods for 'olmm' objects
resid.tvcm | Methods for 'tvcm' objects
residuals.olmm | Methods for 'olmm' objects
residuals.tvcm | Methods for 'tvcm' objects

## -- S --

schizo | National Institute of Mental Health shizophrenia study
simulate.olmm | Methods for 'olmm' objects
splitpath | Methods for 'tvcm' objects
splitpath.tvcm | Methods for 'tvcm' objects
summary.olmm | Printing and summarizing 'olmm' objects
summary.tvcm | Methods for 'tvcm' objects

## -- T --

terms.olmm | Methods for 'olmm' objects
tvcglm | Coefficient-wise tree-based varying coefficient regression based on generalized linear models
tvcglm_control | Coefficient-wise tree-based varying coefficient regression based on generalized linear models
tvcm | Tree-based varying coefficient regression models
tvcm-assessment | Model selection utility functions for 'tvcm' objects.
tvcm-control | Control parameters for 'tvcm'.
tvcm-methods | Methods for 'tvcm' objects
tvcm-plot | 'plot' method for 'tvcm' objects.
tvcm_control | Control parameters for 'tvcm'.
tvcolmm | Tree-based varying coefficient regression based on ordinal and nominal two-stage linear mixed models.
tvcolmm_control | Tree-based varying coefficient regression based on ordinal and nominal two-stage linear mixed models.

## -- U --

unemp | Synthetic data sets
update.olmm | Methods for 'olmm' objects

## -- V --

VarCorr | Methods for 'olmm' objects
VarCorr.olmm | Methods for 'olmm' objects
vc | Special terms for formulas.
vcov.olmm | Methods for 'olmm' objects
vcrpart-demo | Synthetic data sets
vcrpart-formula | Special terms for formulas.
vcrpart_1 | Synthetic data sets
vcrpart_2 | Synthetic data sets
vcrpart_3 | Synthetic data sets

## -- W --

weights.olmm | Methods for 'olmm' objects
weights.tvcm | Methods for 'tvcm' objects
width.tvcm | Methods for 'tvcm' objects