RRBoost
A Robust Boosting Algorithm
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) doi:10.1016/j.csda.2020.107065. It also implements previously proposed boosting algorithms in the simulation section of the paper: L2Boost, LADBoost, MBoost (Friedman, J. H. (2001) doi:10.1214/aos/1013203451) and Robloss (Lutz et al. (2008) doi:10.1016/j.csda.2007.11.006).
- Version0.2
- R version≥ 3.5.0
- LicenseGPL (≥ 3)
- Needs compilation?No
- Last release11/19/2024
Team
Xiaomeng Ju
Matias Salibian-Barrera
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