Learn R Programming

⚠️There's a newer version (1.0-7) of this package.Take me there.

vcrpart (version 0.3-2)

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

Description

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.

Copy Link

Version

Install

install.packages('vcrpart')

Monthly Downloads

137

Version

0.3-2

License

GPL (>= 2)

Maintainer

Reto Buergin

Last Published

February 11th, 2015

Functions in vcrpart (0.3-2)

Coefficient-wise tree-based varying coefficient regression based on generalized linear models

Predict outcome probabilities and responses for olmm objects

Poverty in Switzerland

Printing and summarizing olmm objects

vcrpart-formula

Special terms for formulas.

Bagging and Random Forests based on tvcm

plot method for tvcm objects.

Methods for fvcm objects

Time-series plot for longitudinal ordinal data

Tree-based varying coefficient regression based on ordinal and nominal two-stage linear mixed models.

Control parameters for olmm.

Tree-based varying coefficient regression models

Fitting ordinal and nominal two-stage linear mixed models

Methods for olmm objects

Synthetic data sets

National Institute of Mental Health shizophrenia study

Effect of parental leave policy

Control parameters for tvcm.

Methods for score processes of olmm objects

tvcm-assessment

Model selection utility functions for tvcm objects.

Methods for tvcm objects

Contrast matrices