Robust Mixture Regression

Recent Update

A Python package of RobMixReg is developed by Hanming Ye and will be released soon.

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 ([email protected])

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