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Disparity workshop - Erlangen 9th of August 2024

All the content of this course is in this gitbook if you just want to follow along online!

Alternatively, to follow this workshop and copy/paste/modify the code, the easiest is to download this whole repository (including the example/ folder) and just follow each session in the gitbook/ folder.

Optional: to compile the gitbook for yourself run the following:

bookdown::render_book("gitbook/index.Rmd", "bookdown::gitbook")

Schedule

From To Details
9:30 10:00 Intro with a coffee
10:00 11:30 Part 1: from traits to traitspaces
11:30 12:00 Part 2: from traitspaces to disparity (1)
12:00 13:00 Lunch
13:00 14:00 Part 2: from traitspaces to disparity (2)
14:00 16:00 Part 3: from disparity to macroevolution

Don't worry to much if it looks packed without much coffee breaks, they are designed within in each part to refresh your brain cells and move around a bit!

Content

Here's a run down of what we are going to cover:

Intro:

How this is going to work

Script and notes here

Part 1:

Script and notes here

Theory:

  • morphological traits
  • ordination: PCA and PCO (incl. distance matrices).

Skills:

  • reading trait data into R.
  • ordinating data into R.

Part 2:

Script and notes here

Theory:

  • what is disparity?
  • the multidimensional nightmare.
  • reducing dimensionality
  • mechanisms, processes and patterns in biology

Skills:

  • an intro to the dispRity package
  • measuring disparity
  • reducing dimensionality
  • choosing and testing disparity metrics.

Part 3:

Script and notes here

Theory:

  • testing hypotheses with disparity
  • testing hypotheses through time
  • simple disparity models
  • phylogenetic comparative methods and disparity? [teaser for the next day]
  • disparity of disparity analyses

Skills:

  • comparing disparity between groups
  • comparing disparity through time
  • disparity-through-time (dtt) analyses
  • disparity study design

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