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) 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).


Team


Insights

Last 30 days

This package has been downloaded 495 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 2 times.

Sun
Mon
Tue
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Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
8 downloadsFeb 13, 2025
44 downloadsFeb 14, 2025
1 downloadsFeb 15, 2025
8 downloadsFeb 16, 2025
42 downloadsFeb 17, 2025
3 downloadsFeb 18, 2025
8 downloadsFeb 19, 2025
48 downloadsFeb 20, 2025
5 downloadsFeb 21, 2025
4 downloadsFeb 22, 2025
46 downloadsFeb 23, 2025
4 downloadsFeb 24, 2025
7 downloadsFeb 25, 2025
42 downloadsFeb 26, 2025
5 downloadsFeb 27, 2025
3 downloadsFeb 28, 2025
43 downloadsMar 1, 2025
11 downloadsMar 2, 2025
4 downloadsMar 3, 2025
42 downloadsMar 4, 2025
8 downloadsMar 5, 2025
3 downloadsMar 6, 2025
9 downloadsMar 7, 2025
40 downloadsMar 8, 2025
0 downloadsMar 9, 2025
2 downloadsMar 10, 2025
7 downloadsMar 11, 2025
5 downloadsMar 12, 2025
41 downloadsMar 13, 2025
2 downloadsMar 14, 2025
0 downloadsMar 15, 2025
0
48

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,952 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jan 24, 2025 with 56 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports2 packages
  • Suggests1 package