Learn R Programming

⚠️There's a newer version (1.0-6) of this package.Take me there.

vcrpart (version 1.0-4)

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

110

Version

1.0-4

License

GPL (>= 2)

Maintainer

Reto Buergin

Last Published

April 18th, 2021

Functions in vcrpart (1.0-4)

Effect of parental leave policy

Methods for fvcm objects

Methods for tvcm objects

tvcm-assessment

Model selection utility functions for tvcm objects.

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

Bagging and Random Forests based on tvcm

Synthetic data sets

Time-series plot for longitudinal ordinal data

Fitting ordinal and nominal two-stage linear mixed models

plot method for tvcm objects.

Tree-based varying coefficient regression models

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

Control parameters for tvcm.

Poverty in Switzerland

Control parameters for olmm.

National Institute of Mental Health shizophrenia study

Methods for olmm objects

vcrpart-formula

Special terms for formulas.

Methods for score processes of olmm objects

Contrast matrices

Predict outcome probabilities and responses for olmm objects

Printing and summarizing olmm objects