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vcrpart (version 0.4-1)

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

150

Version

0.4-1

License

GPL (>= 2)

Maintainer

Reto Buergin

Last Published

February 23rd, 2016

Functions in vcrpart (0.4-1)

Predict outcome probabilities and responses for olmm objects

National Institute of Mental Health shizophrenia study

Methods for olmm objects

Fitting ordinal and nominal two-stage linear mixed models

Poverty in Switzerland

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

Methods for fvcm objects

Contrast matrices

Synthetic data sets

vcrpart-formula

Special terms for formulas.

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

tvcm-assessment

Model selection utility functions for tvcm objects.

Control parameters for tvcm.

Tree-based varying coefficient regression models

Time-series plot for longitudinal ordinal data

Control parameters for olmm.

Effect of parental leave policy

Methods for tvcm objects

Printing and summarizing olmm objects

Bagging and Random Forests based on tvcm

plot method for tvcm objects.

Methods for score processes of olmm objects