opGMMassessment: Optimized Automated Gaussian Mixture Assessment

Necessary functions for optimized automated evaluation of the number and parameters of Gaussian mixtures in one-dimensional data. Various methods are available for parameter estimation and for determining the number of modes in the mixture.

Version: 0.1.0
Depends: R (≥ 3.5.0)
Imports: AdaptGauss, DataVisualizations, DistributionOptimization, cluster, mixtools, grDevices, methods, foreach, stats, utils, rlang, ggplot2, parallel, caTools, dplyr, mclust, mixAK, multimode, NbClust, ClusterR, doParallel
Published: 2021-10-21
Author: Jorn Lotsch [aut,cre] (<https://orcid.org/0000-0002-5818-6958>), Sebastian Malkusch [aut] (<https://orcid.org/0000-0001-6766-140X>)
Maintainer: Jorn Lotsch <j.lotsch at em.uni-frankfurt.de>
License: GPL-3
NeedsCompilation: no
Materials: README
CRAN checks: opGMMassessment results

Documentation:

Reference manual: opGMMassessment.pdf

Downloads:

Package source: opGMMassessment_0.1.0.tar.gz
Windows binaries: r-devel: opGMMassessment_0.1.0.zip, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-release (x86_64): not available, r-oldrel: not available

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