Robust Mixture Regression

Install from CRAN

install.packages("RobMixReg)
library("RobMixReg")

Install from github for most updated package.

Please report the bug as the description in the Question&Problem.

library("devtools")
devtools::install_github("changwn/RobMixReg")

Tutorial

A comprehensive and complete tutorial is here.

News

The package version control is in News.md

Citations

If you find the code helpful in your resarch or work, please cite us.

@article{wennan2020cat,
  title={A New Algorithm using Component-wise Adaptive Trimming For Robust Mixture Regression},
  author={Chang, Wennan and Wan, Changlin and Zhou, Xinyu and Zhang, Chi and Cao, Sha},
  journal={arXiv preprint arXiv:2005.11599},
  year={2020}
}

@article{chang2020supervised,
  title={Supervised clustering of high dimensional data using regularized mixture modeling},
  author={Chang, Wennan and Wan, Changlin and Zang, Yong and Zhang, Chi and Cao, Sha},
  journal={arXiv preprint arXiv:2007.09720},
  year={2020}
}

Questions & Problems

If you have any questions or problems, please feel free to open a new issue here. We will fix the new issue ASAP. You can also email the maintainers and authors below.

• Wennan Chang

(wnchang@iu.edu)

PhD candidate at Biomedical Data Research Lab (BDRL) , Indiana University School of Medicine