boral

Bayesian Ordination and Regression AnaLysis

CRAN Package

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.

  • Version2.0.2
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release03/24/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 817 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 16 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
17 downloadsFeb 11, 2025
101 downloadsFeb 12, 2025
39 downloadsFeb 13, 2025
15 downloadsFeb 14, 2025
38 downloadsFeb 15, 2025
17 downloadsFeb 16, 2025
31 downloadsFeb 17, 2025
13 downloadsFeb 18, 2025
60 downloadsFeb 19, 2025
72 downloadsFeb 20, 2025
27 downloadsFeb 21, 2025
14 downloadsFeb 22, 2025
26 downloadsFeb 23, 2025
18 downloadsFeb 24, 2025
20 downloadsFeb 25, 2025
36 downloadsFeb 26, 2025
37 downloadsFeb 27, 2025
8 downloadsFeb 28, 2025
12 downloadsMar 1, 2025
8 downloadsMar 2, 2025
13 downloadsMar 3, 2025
17 downloadsMar 4, 2025
59 downloadsMar 5, 2025
7 downloadsMar 6, 2025
29 downloadsMar 7, 2025
10 downloadsMar 8, 2025
10 downloadsMar 9, 2025
7 downloadsMar 10, 2025
40 downloadsMar 11, 2025
16 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 2025
7
101

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 8,546 times in the last 365 days. That's a lot of interest! Someone might even write a blog post about it. The day with the most downloads was Jul 21, 2024 with 154 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package
  • Imports8 packages
  • Suggests2 packages
  • Reverse Suggests1 package