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vcrpart (version 0.2-2)

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.

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Version

Install

install.packages('vcrpart')

Monthly Downloads

137

Version

0.2-2

License

GPL (>= 2)

Maintainer

Reto Buergin

Last Published

November 8th, 2014

Functions in vcrpart (0.2-2)

Predict outcome probabilities and responses for olmm objects

Poverty in Switzerland

Effect of parental leave policy

Control parameters for tvcm.

Methods for fvcm objects

Fitting ordinal and nominal two-stage linear mixed models

plot method for tvcm objects.

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

Synthetic data sets

Printing and summarizing olmm objects

Control parameters for olmm.

Methods for tvcm objects

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

vcrpart-formula

Special terms for formulas.

Bagging and random forests based on tvcm

Methods for olmm objects

Methods for empirical processes of olmm objects

Tree-based varying coefficient regression models

tvcm-assessment

Model selection utility functions for tvcm objects.

Time-series plot for longitudinal ordinal data

National Institute of Mental Health shizophrenia study