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-### Compendium for "Using the right tool for the job: understanding the difference between unsupervised and supervised analyses of multivariate ecological data." by Eric R. Scott and Elizabeth E. Crone., submitted to *Oecologia*.
+### Research compendium for "Using the right tool for the job: understanding the difference between unsupervised and supervised analyses of multivariate ecological data."
 
 [![DOI](https://zenodo.org/badge/139384786.svg)](https://zenodo.org/badge/latestdoi/139384786)
 
+Research compendium for **Scott ER, Crone EE (2021) Using the right tool for the job: the difference between unsupervised and supervised analyses of multivariate ecological data. Oecologia. https://doi.org/10.1007/s00442-020-04848-w**
+
 This repository contains the R scripts (.R and .Rmd files) necessary to reproduce results from this paper. Datasets generated by these scripts are found in the "data" directory. To run scripts "1-muir-data-wrangling.R" and "2-muir-analys.Rmd", you will need to download the dataset from Muir et al (2017), from [Data Dryad](https://datadryad.org/stash/dataset/doi:10.5061/dryad.1r8c2). Unzip the download and place the contents inside "data/muir/".
 Figures and tables generated by the analysis are found in the "out" directory.