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The material for a course on Statistics for ecologists I teach every year to Master students.

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Statistics for ecologists

You will find here the material for a course I give every year to Master students at University of Montpellier.

Topics covered

  • Distributions (22-59) and likelihoods (60-84)
  • Hypothesis testing (85-106) and multimodel inference (107-125)
  • Introduction to Bayesian inference (126-179)
  • Generalized Linear Models GLMs (180-244)
  • Generalized Additive Models GAMs (245-247)
  • Mixed Effect GLMMs and GAMMs (248-306)

How to use this repo?

  • The PDF of the lecture slides can be downloaded here
  • The practicals are here and the solutions there
  • The videos are also available (in French) on Youtube here:
  • The R codes I use in the lectures and the practicals are also provided here and there respectively
  • To download the whole repo on your computer, click on the Code green button at the top right of the page and choose Download ZIP
  • Alternatively, click on same green button to create a copy of the repo within your own GitHub account (clone)

Problem

If you spot a typo or an error, find a bug, or have trouble running the code, please file an issue or get back to me.

Licence / License

This work is licensed under a Creative Commons Attribution 4.0 International License

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