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]
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 22 Apr. 2025.
Previous versions and publish date:
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
03/2303/2403/2503/2603/2703/2803/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/20Downloads for SGB051015202530TrendBars

Today's Hot Picks in Authors and Packages

ino  
Initialization of Numerical Optimization
Analysis of the initialization for numerical optimization of real-valued functions, including likel ...
Download / Learn more Package Citations See dependency  
phylosamp  
Sample Size Calculations for Molecular and Phylogenetic Studies
Implements novel tools for estimating sample sizes needed for phylogenetic studies, including studi ...
Download / Learn more Package Citations See dependency  
GWPR.light  
Geographically Weighted Panel Regression
Geographically weighted panel regression is grounded in a branch of spatial statistics. Using geogra ...
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  
optimStrat  
Choosing the Sample Strategy
Intended to assist in the choice of the sampling strategy to implement in a survey. ...
Download / Learn more Package Citations See dependency  
Qest  
Quantile-Based Estimator
Quantile-based estimators (Q-estimators) can be used to fit any parametric distribution, using its q ...
Download / Learn more Package Citations See dependency  

24,098

R Packages

207,311

Dependencies

65,069

Author Associations

24,099

Publication Badges

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