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Robust Mixture Regression

LicenseCRAN_Status_Badgecran checksTotal DownloadsdocumentationHi

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.

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

About

Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html

changwn.github.io/RobMixReg/

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1 watching

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GitHub - changwn/RobMixReg: Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
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Robust Mixture Regression
LicenseCRAN_Status_Badgecran checksTotal DownloadsdocumentationHi
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.
PhD candidate at Biomedical Data Research Lab (BDRL) , Indiana University School of Medicine
About
Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html
changwn.github.io/RobMixReg/
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GitHub - changwn/RobMixReg: Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
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Robust Mixture Regression
LicenseCRAN_Status_Badgecran checksTotal DownloadsdocumentationHi
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.
PhD candidate at Biomedical Data Research Lab (BDRL) , Indiana University School of Medicine
About
Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html
changwn.github.io/RobMixReg/
Resources
Readme
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GitHub - changwn/RobMixReg: Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
BranchesTags
Repository files navigation
Robust Mixture Regression
LicenseCRAN_Status_Badgecran checksTotal DownloadsdocumentationHi
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.
PhD candidate at Biomedical Data Research Lab (BDRL) , Indiana University School of Medicine
About
Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html
changwn.github.io/RobMixReg/
Resources
Readme
Activity
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1 watching
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var __re = new RegExp('^' + "youtube\\.com" + '
GitHub - changwn/RobMixReg: Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
BranchesTags
Repository files navigation
Robust Mixture Regression
LicenseCRAN_Status_Badgecran checksTotal DownloadsdocumentationHi
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.
PhD candidate at Biomedical Data Research Lab (BDRL) , Indiana University School of Medicine
About
Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html
changwn.github.io/RobMixReg/
Resources
Readme
Activity
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1 watching
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GitHub - changwn/RobMixReg: Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
BranchesTags
Repository files navigation
Robust Mixture Regression
LicenseCRAN_Status_Badgecran checksTotal DownloadsdocumentationHi
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.
PhD candidate at Biomedical Data Research Lab (BDRL) , Indiana University School of Medicine
About
Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html
changwn.github.io/RobMixReg/
Resources
Readme
Activity
Stars
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1 watching
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Report repository
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GitHub - changwn/RobMixReg: Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
BranchesTags
Repository files navigation
Robust Mixture Regression
LicenseCRAN_Status_Badgecran checksTotal DownloadsdocumentationHi
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.
PhD candidate at Biomedical Data Research Lab (BDRL) , Indiana University School of Medicine
About
Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html
changwn.github.io/RobMixReg/
Resources
Readme
Activity
Stars
0 stars
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1 watching
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0 forks
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GitHub - changwn/RobMixReg: Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
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BranchesTags
Repository files navigation
Robust Mixture Regression
LicenseCRAN_Status_Badgecran checksTotal DownloadsdocumentationHi
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.
PhD candidate at Biomedical Data Research Lab (BDRL) , Indiana University School of Medicine
About
Robust Mixture Regression https://cran.r-project.org/web/packages/RobMixReg/index.html
changwn.github.io/RobMixReg/
Resources
Readme
Activity
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1 watching
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