MixSemiRob
Mixture Models: Parametric, Semiparametric, and Robust
Various functions are provided to estimate parametric mixture models (with Gaussian, t, Laplace, log-concave distributions, etc.) and non-parametric mixture models. The package performs hypothesis tests and addresses label switching issues in mixture models. The package also allows for parameter estimation in mixture of regressions, proportion-varying mixture of regressions, and robust mixture of regressions.
- Version1.1.0
- R version≥ 2.10
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release09/20/2023
Documentation
Team
Suyeon Kang
Xin Shen
Weixin Yao
Sijia Xiang
Show author detailsRolesAuthorYan Ge
Show author detailsRolesAuthor, Translator
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- Imports9 packages
- Suggests2 packages