Other packages > Find by keyword >

DistributionOptimization  

Distribution Optimization
View on CRAN: Click here


Download and install DistributionOptimization package within the R console
Install from CRAN:
install.packages("DistributionOptimization")

Install from Github:
library("remotes")
install_github("cran/DistributionOptimization")

Install by package version:
library("remotes")
install_version("DistributionOptimization", "1.2.6")



Attach the package and use:
library("DistributionOptimization")
Maintained by
Florian Lerch
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-18
Latest Update: 2020-02-12
Description:
Fits Gaussian Mixtures by applying evolution. As fitness function a mixture of the chi square test for distributions and a novel measure for approximating the common area under curves between multiple Gaussians is used. The package presents an alternative to the commonly used Likelihood Maximization as is used in Expectation Maximization. The algorithm and applications of this package are published under: Lerch, F., Ultsch, A., Lotsch, J. (2020) . The evolution is based on the 'GA' package: Scrucca, L. (2013) while the Gaussian Mixture Logic stems from 'AdaptGauss': Ultsch, A, et al. (2015) .
How to cite:
Florian Lerch (2019). DistributionOptimization: Distribution Optimization. R package version 1.2.6, https://cran.r-project.org/web/packages/DistributionOptimization. Accessed 16 Jul. 2026.
Previous versions and publish date:
1.2.1 (2019-03-18 17:54), 1.2.4 (2019-11-25 15:30), (2026-07-09 08:02)
Other packages that cited DistributionOptimization R package
View DistributionOptimization citation profile
Other R packages that DistributionOptimization depends, imports, suggests or enhances
Complete documentation for DistributionOptimization
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
bbdetection  
Identification of Bull and Bear States of the Market
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency  
Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  
wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  
tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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