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ecomix is a package to implement model based species level (Species Archetype Models) or site level (Regions of Common Profile) grouping of community data.

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# ecomix: Finite mixture models for multiple species grouping of ecological data <img src="man/figures/logo.png" align="right" alt="" width="160" />

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ecomix is a package to implement statistical models on multivariate
species data. Two main type of finite mixture models are available which
group multivariate data at the species level (Species Archetype Models;
using the `species_mix` functions) or site level (Region of Common
Profiles; using the `regional_mix` functions).

#### Installation

The development version of `ecomix` can be installed from GitHub using
the `devtools` package:

``` r
devtools::install_github('skiptoniam/ecomix')
library(ecomix)
```

An example vignette on how to run and interpret a Species Archetype
Models (species_mix) is provided within the package or can be viewed at
<https://skiptoniam.github.io/ecomix/articles/SAM-example.html>

An example vignette on how to run and interpret a Region of Common
Profiles model (regional_mix) is provided with the package or can be
viewed at
<https://skiptoniam.github.io/ecomix/articles/RCP-example.html>

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