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vcrpart (version 0.3-1)

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.

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Version

Install

install.packages('vcrpart')

Monthly Downloads

137

Version

0.3-1

License

GPL (>= 2)

Homepage

http://vcrpart.wordpress.com

Maintainer

Reto Buergin

Last Published

January 4th, 2015

Functions in vcrpart (0.3-1)

Contrast matrices

Control parameters for tvcm.

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

National Institute of Mental Health shizophrenia study

Methods for fvcm objects

Effect of parental leave policy

Control parameters for olmm.

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

Methods for tvcm objects

vcrpart-formula

Special terms for formulas.

Poverty in Switzerland

Fitting ordinal and nominal two-stage linear mixed models

Bagging and Random Forests based on tvcm

Printing and summarizing olmm objects

Predict outcome probabilities and responses for olmm objects

Methods for score processes of olmm objects

Methods for olmm objects

plot method for tvcm objects.

Tree-based varying coefficient regression models

Synthetic data sets

tvcm-assessment

Model selection utility functions for tvcm objects.

Time-series plot for longitudinal ordinal data