CRAN/E | MixSemiRob

MixSemiRob

Mixture Models

Installation

About

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.

Key Metrics

Version 1.1.0
R ≥ 2.10
Published 2023-09-20 231 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks MixSemiRob results

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Maintainer

Maintainer

Suyeon Kang

suyeon.kang@ufl.edu

Authors

Suyeon Kang

aut / cre

Xin Shen

aut

Weixin Yao

aut

Sijia Xiang

aut

Yan Ge

aut / trl

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MixSemiRob archive

Depends

R ≥ 2.10

Imports

GoFKernel
MASS
mixtools
mvtnorm
Rlab
robustbase
ucminf
pracma
quadprog
stats

Suggests

knitr
rmarkdown