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.
Version: 1.1.0 Depends: R (≥ 2.10) Imports: GoFKernel, MASS, mixtools, mvtnorm, Rlab, robustbase, ucminf, pracma, quadprog, stats Suggests: knitr, rmarkdown Published: 2023-09-20 DOI: 10.32614/CRAN.package.MixSemiRob Author: Suyeon Kang [aut, cre], Xin Shen [aut], Weixin Yao [aut], Sijia Xiang [aut], Yan Ge [aut, trl] Maintainer: Suyeon Kang <suyeon.kang at ufl.edu> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] NeedsCompilation: no Materials: NEWS CRAN checks: MixSemiRob results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=MixSemiRob to link to this page.
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