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AdaptGauss
View on CRAN: Click
here
Download and install AdaptGauss package within the R console
Install from CRAN:
install.packages("AdaptGauss")
Install from Github:
library("remotes")
install_github("cran/AdaptGauss")
Install by package version:
library("remotes")
install_version("AdaptGauss", "1.6")
Attach the package and use:
library("AdaptGauss")
Maintained by
Michael Thrun
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-10-09
Latest Update: 2020-02-03
Description:
Multimodal distributions can be modelled as a mixture of components. The model is derived using the Pareto Density Estimation (PDE) for an estimation of the pdf. PDE has been designed in particular to identify groups/classes in a dataset. Precise limits for the classes can be calculated using the theorem of Bayes. Verification of the model is possible by QQ plot, Chi-squared test and Kolmogorov-Smirnov test. The package is based on the publication of Ultsch, A., Thrun, M.C., Hansen-Goos, O., Lotsch, J. (2015) .
How to cite:
Michael Thrun (2015). AdaptGauss: Gaussian Mixture Models (GMM). R package version 1.6, https://cran.r-project.org/web/packages/AdaptGauss
Previous versions and publish date:
Other packages that cited AdaptGauss R package
View AdaptGauss citation profile
Other R packages that AdaptGauss depends,
imports, suggests or enhances
Functions, R codes and Examples using
the AdaptGauss R package
Some associated functions: AdaptGauss-package . AdaptGauss . Bayes4Mixtures . BayesClassification . BayesDecisionBoundaries . BayesFor2GMM . CDFMixtures . Chi2testMixtures . ClassifyByDecisionBoundaries . EMGauss . GMMplot_ggplot2 . InformationCriteria4GMM . Intersect2Mixtures . KStestMixtures . LKWFahrzeitSeehafen2010 . LikelihoodRatio4Mixtures . LogLikelihood4Mixtures . Pdf4Mixtures . PlotMixtures . PlotMixturesAndBoundaries . Symlognpdf . qqplotGMM . randomLogGMM .
Some associated R codes: AdaptGauss.R . Bayes4Mixtures.R . BayesClassification.R . BayesDecisionBoundaries.R . BayesFor2GMM.R . CDFMixtures.R . Chi2testMixtures.R . ClassifyByDecisionBoundaries.R . EMGauss.R . GMMplot_ggplot2.R . InformationCriteria4GMM.R . Intersect2Mixtures.R . KStestMixtures.R . LikelihoodRatio4Mixtures.R . LogLikelihood4Mixtures.R . Pdf4Mixtures.R . PlotMixtures.R . PlotMixturesAndBoundaries.R . QQplotGMM.R . RandomLogGMM.R . RcppExports.R . Symlognpdf.R . getOptGauss.R . rsampleAdaptGauss.R . Full AdaptGauss package functions and examples
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