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boral

Bayesian Ordination and Regression AnaLysis

v2.0.3 · Apr 29, 2025 · GPL-2

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.

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14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (1)

suggests

Dependency Network

Dependencies Reverse dependencies coda abind corpcor fishMod lifecycle MASS mvtnorm R2jags reshape2 jSDM boral

Version History

new 2.0.3 Mar 10, 2026
updated 2.0.3 ← 2.0.2 diff Apr 29, 2025
updated 2.0.2 ← 2.0.1 diff Mar 23, 2024
updated 2.0.1 ← 2.0 diff Mar 18, 2024
updated 2.0 ← 1.9 diff Mar 11, 2021
updated 1.9 ← 1.8.1 diff Jul 16, 2020
updated 1.8.1 ← 1.8 diff Jun 4, 2020
updated 1.8 ← 1.7 diff Jan 28, 2020
updated 1.7 ← 1.6.1 diff Oct 20, 2018
updated 1.6.1 ← 1.6 diff May 15, 2018
updated 1.6 ← 1.5 diff May 5, 2018
updated 1.5 ← 1.4 diff Jan 7, 2018
updated 1.4 ← 1.3.1 diff Sep 25, 2017
updated 1.3.1 ← 1.3 diff Apr 17, 2017
updated 1.3 ← 1.2 diff Apr 14, 2017
updated 1.2 ← 1.1.1 diff Jan 1, 2017
updated 1.1.1 ← 1.1 diff Oct 9, 2016
updated 1.1 ← 1.0.1 diff Sep 25, 2016
updated 1.0.1 ← 1.0 diff Jul 25, 2016
updated 1.0 ← 0.9.1 diff Jun 16, 2016