Acknowledgements
I thank Bruce McCune for permission to use the Garry oak plant community dataset that is the primary example throughout these notes. Other datasets are drawn from published resources as noted where used.
All data are available here: https://github.com/jon-bakker/appliedmultivariatestatistics
Please send comments and suggestions for how this can be improved to jbakker@uw.edu.