CRAN/E | boral

boral

Bayesian Ordination and Regression AnaLysis

Installation

About

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.

Citation boral citation info

Key Metrics

Version 2.0.2
Published 2024-03-24 4 days ago
Needs compilation? no
License GPL-2
CRAN checks boral results

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Maintainer

Maintainer

Francis K.C. Hui

fhui28@gmail.com

Authors

Francis K.C. Hui

aut / cre

Wade Blanchard

aut

Material

Reference manual
Package source

In Views

Environmetrics

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

boral archive

Depends

coda

Imports

abind
corpcor
fishMod
graphics
grDevices
lifecycle
MASS
mvtnorm
R2jags
reshape2
stats

Suggests

mvabund ≥ 4.0.1
corrplot

Reverse Suggests

jSDM