Other packages > Find by keyword >

AdaptGauss  

Gaussian Mixture Models (GMM)
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]
All associated links for this package
First Published: 2015-10-09
Latest Update: 2024-02-02
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. Accessed 06 Oct. 2026.
Previous versions and publish date:
1.0 (2015-10-09 11:36), 1.1.0 (2015-10-14 14:43), 1.2.0 (2016-03-16 16:43), 1.2.2 (2016-06-15 12:28), 1.2.3 (2016-06-16 18:18), 1.2.4 (2016-06-30 18:16), 1.3.3 (2017-03-15 17:12), 1.3.5 (2018-07-11 13:00), 1.5.4 (2019-11-18 16:30), 1.5.6 (2020-02-03 11:00), 1.5 (2019-01-31 15:43), (2026-07-09 07:57)
Other packages that cited AdaptGauss R package
View AdaptGauss citation profile
Other R packages that AdaptGauss depends, imports, suggests or enhances
Complete documentation for AdaptGauss
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  
gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA