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horserule

Flexible Non-Linear Regression with the HorseRule Algorithm

Implementation of the HorseRule model a flexible tree based Bayesian regression method for linear and nonlinear regression described in Nalenz & Villani (2017) <arXiv:1702.05008>.

Functions (7)

HorseRuleFit

Horseshoe RuleFit

Variable_importance

Variable Importance plot

convergence_plot

convergence_plot

hs

Horseshoe regression Gibbs-sampler

importance_hs

Most important Rules/terms

predict.HorseRulemodel

predict.hs

ruleheat

RuleHeatmap

horserule

Flexible Non-Linear Regression with the HorseRule Algorithm

v1.0.0
GPL-3
Authors
Malte Nalenz <malte.nlz@googlemail.com>, Mattias Villani <mattias.villani@liu.se>
Initial release
2018-03-21

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