Graphical Modelling and Ordination using Copulas

Creates 'graphs' of species associations (interactions) and ordination biplots from co-occurrence data by fitting discrete gaussian copula graphical models. Methods described in Popovic, GC., Hui, FKC., Warton, DI., (2018) .


ecoCopula

R-CMD-check License DOI Codecov test coverage

R package to find direct and indirect species associations from co-occurrence data

Installation

To install ecoCopula from CRAN:

install.packages("ecoCopula")

For the development version with the latest bells and whistles:

# install.packages("devtools")
devtools::install_github("eco-stats/ecoCopula")

For the development version with zero-inflated functionality:

# install.packages("devtools")
# devtools::install_github("r-forge/countreg/pkg")
devtools::install_github("eco-stats/ecoCopula", ref="e401671")

If you have trouble installing, please email me at [email protected].

Please note the original repository for this R package is found here

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("ecoCopula")

1.0.6 by David Warton, 10 months ago


https://eco-stats.github.io/ecoCopula/


Browse source code at https://github.com/cran/ecoCopula


Authors: Gordana Popovic [aut] , David Warton [ctb, cre] , Francis K.C. Hui [ctb] , Michelle Lim [ctb]


Documentation:   PDF Manual  


LGPL (>= 2.1) license


Imports glasso, plyr, sna, MASS, tweedie, igraph, betareg, doParallel, mgcv, glm2, ordinal, compiler, foreach, stats

Depends on mvabund

Suggests knitr, rmarkdown, tidyr, ggplot2, RColorBrewer, ggraph, labdsv, tidygraph, grDevices


Imported by ecopower, ecostats.


See at CRAN