Other packages > Find by keyword >

boral  

Bayesian Ordination and Regression AnaLysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("boral", "2.0.3")



Attach the package and use:
library("boral")
Maintained by
Francis K.C. Hui
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-08-25
Latest Update: 2025-04-29
Description:
Bayesian approaches for analyzing multivariate data in ecology. Estimation is performed using Markov Chain Monte Carlo (MCMC) methods via Three. JAGS types of models may be fitted: 1) With explanatory variables only, boral fits independent column Generalized Linear Models (GLMs) to each column of the response matrix; 2) With latent variables only, boral fits a purely latent variable model for model-based unconstrained ordination; 3) With explanatory and latent variables, boral fits correlated column GLMs with latent variables to account for any residual correlation between the columns of the response matrix.
How to cite:
Francis K.C. Hui (2014). boral: Bayesian Ordination and Regression AnaLysis. R package version 2.0.3, https://cran.r-project.org/web/packages/boral. Accessed 06 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:23), 0.4 (2014-08-25 16:03), 0.5 (2014-09-18 09:56), 0.6 (2014-12-13 11:19), 0.7 (2015-07-10 20:32), 0.8 (2015-07-22 16:15), 0.9.1 (2015-09-25 13:32), 0.9 (2015-08-22 11:05), 1.0.1 (2016-07-26 02:16), 1.0 (2016-06-17 21:20), 1.1.1 (2016-10-10 13:51), 1.1 (2016-09-26 11:42), 1.2 (2017-01-02 22:22), 1.3.1 (2017-04-18 07:29), 1.3 (2017-04-15 15:52), 1.4 (2017-09-26 01:00), 1.5 (2018-01-08 11:34), 1.6.1 (2018-05-16 05:39), 1.6 (2018-05-06 08:45), 1.7 (2018-10-21 10:10), 1.8.1 (2020-06-05 06:20), 1.8 (2020-01-29 00:10), 1.9 (2020-07-17 11:20), 2.0.1 (2024-03-19 23:10), 2.0.2 (2024-03-24 23:20), 2.0 (2021-03-12 10:50)
Other packages that cited boral R package
View boral citation profile
Other R packages that boral depends, imports, suggests or enhances
Complete documentation for boral
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  
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  
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  

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