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

Documentation for package ‘vcrpart’ version 1.0-6

Help Pages

-- A --

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

-- B --

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 --

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 --

-- L --

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

-- M --

-- N --

-- 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'.
olmm_estfun	Methods for score processes of 'olmm' objects
olmm_gefp	Methods for score processes of 'olmm' objects
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 --

-- 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 --

-- W --