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party (version 0.2-3)

A Laboratory for Recursive Part(y)itioning

Description

Unbiased recursive partitioning in a conditional inference framework. This package implements a unified framework for recursive partitioning which embeds tree-structured regression models into a well defined theory of conditional inference procedures. Stopping criteria based on multiple test procedures are implemented. The methodology is applicable to all kinds of regression problems, including nominal, ordinal, numeric, censored as well as multivariate response variables and arbitrary measurement scales of the covariates. Extensible functionality for visualizing tree-structured regression models is available.

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Version

Install

install.packages('party')

Monthly Downloads

16,447

Version

0.2-3

License

GPL

Maintainer

Torsten Hothorn

Last Published

January 29th, 2025

Functions in party (0.2-3)

BinaryTree Class

Class "BinaryTree"
Memory Allocation

Memory Allocation
LearningSample Class

Class "LearningSample"
Initialize Methods

Methods for Function initialize in Package `party'
Plot BinaryTree

Visualization of Binary Regression Trees
Fit Methods

Fit `StatModel' Objects to Data
SplittingNode Class

Class "SplittingNode"
Panel Generating Functions

Visualization of Binary Regression Trees
Conditional Trees

Conditional Trees
mammoexp

Mammography Experience Study
TreeControl Class

Class "TreeControl"
Control Hyper Parameters

Control for Conditional Tree Models