The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
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.
| 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.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.