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corrRF (version 1.1.0)

Clustered Random Forests for Optimal Prediction and Inference of Clustered Data

Description

A clustered random forest algorithm for fitting random forests for data of independent clusters, that exhibit within cluster dependence. Details of the method can be found in Young and Buehlmann (2025) .

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Version

Install

install.packages('corrRF')

Monthly Downloads

139

Version

1.1.0

License

GPL-3

Maintainer

Elliot H. Young

Last Published

March 20th, 2025

Functions in corrRF (1.1.0)

crf

Clustered random forest fitting
summary.crf

Summary for a crf fitted object
predict.crf

Predictions from a crf given newdata