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hedgedrf (version 1.0.1)

An Implementation of the Hedged Random Forest Algorithm

Description

This algorithm is described in detail in the paper "Hedging Forecast Combinations With an Application to the Random Forest" by Beck et al. (2024) . The package provides a function hedgedrf() that can be used to train a Hedged Random Forest model on a dataset, and a function predict.hedgedrf() that can be used to make predictions with the model.

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Version

Install

install.packages('hedgedrf')

Monthly Downloads

151

Version

1.0.1

License

GPL-3

Maintainer

Elliot Beck

Last Published

March 12th, 2025

Functions in hedgedrf (1.0.1)

predict.hedgedrf

hedgedrf prediction
hedgedrf

hedgedrf
get_cov_qis

Quadratic-inverse shrinkage