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horserule (version 1.0.0)

Flexible Non-Linear Regression with the HorseRule Algorithm

Description

Implementation of the HorseRule model a flexible tree based Bayesian regression method for linear and nonlinear regression described in Nalenz & Villani (2017) .

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Version

Install

install.packages('horserule')

Monthly Downloads

4

Version

1.0.0

License

GPL-3

Maintainer

Malte Nalenz

Last Published

March 21st, 2018

Functions in horserule (1.0.0)

convergence_plot

convergence_plot
predict.HorseRulemodel

predict.hs
HorseRuleFit

Horseshoe RuleFit
hs

Horseshoe regression Gibbs-sampler
importance_hs

Most important Rules/terms
Variable_importance

Variable Importance plot
ruleheat

RuleHeatmap