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vcrpart (version 0.2-3)

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

0.2-3

License

GPL (>= 2)

Maintainer

Reto Buergin

Last Published

November 25th, 2014

Functions in vcrpart (0.2-3)

Fitting ordinal and nominal two-stage linear mixed models

Time-series plot for longitudinal ordinal data

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

Poverty in Switzerland

Synthetic data sets

vcrpart-formula

Special terms for formulas.

Methods for fvcm objects

plot method for tvcm objects.

Effect of parental leave policy

Tree-based varying coefficient regression models

Control parameters for tvcm.

Methods for score processes of olmm objects

National Institute of Mental Health shizophrenia study

Methods for olmm objects

Predict outcome probabilities and responses for olmm objects

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

Methods for tvcm objects

Bagging and random forests based on tvcm

tvcm-assessment

Model selection utility functions for tvcm objects.

Control parameters for olmm.

Contrast matrices

Printing and summarizing olmm objects