Other packages > Find by keyword >

SGB  

Simplicial Generalized Beta Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SGB", "1.0.1.1")



Attach the package and use:
library("SGB")
Maintained by
Monique Graf
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-13
Latest Update: 2023-12-06
Description:
Main properties and regression procedures using a generalization of the Dirichlet distribution called Simplicial Generalized Beta distribution. It is a new distribution on the simplex (i.e. on the space of compositions or positive vectors with sum of components equal to 1). The Dirichlet distribution can be constructed from a random vector of independent Gamma variables divided by their sum. The SGB follows the same construction with generalized Gamma instead of Gamma variables. The Dirichlet exponents are supplemented by an overall shape parameter and a vector of scales. The scale vector is itself a composition and can be modeled with auxiliary variables through a log-ratio transformation. Graf, M. (2017, ISBN: 978-84-947240-0-8). See also the vignette enclosed in the package.
How to cite:
Monique Graf (2019). SGB: Simplicial Generalized Beta Regression. R package version 1.0.1.1, https://cran.r-project.org/web/packages/SGB. Accessed 06 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:24), 1.0.1 (2020-02-05 16:20), 1.0 (2019-05-13 13:50)
Other packages that cited SGB R package
View SGB citation profile
Other R packages that SGB depends, imports, suggests or enhances
Complete documentation for SGB
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