RRBoost

A Robust Boosting Algorithm

CRAN Package

An implementation of robust boosting algorithms for regression in R. This includes the RRBoost method proposed in the paper "Robust Boosting for Regression Problems" (Ju X and Salibian-Barrera M. 2020) (to appear in Computational Statistics and Data Science). It also implements previously proposed boosting algorithms in the simulation section of the paper: L2Boost, LADBoost, MBoost (Friedman, J. H. (2001) ) and Robloss (Lutz et al. (2008) ).


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  • Depends1 package
  • Imports3 packages