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 06 Aug. 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

lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
Download / Learn more Package Citations See dependency  
TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
Download / Learn more Package Citations See dependency  
RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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