Numerical ecology - Basic data handling and statistics using R

Teaching material for the lecture week (Aarhus University, Campus Roskilde).

Course content

  1. Course introduction
  2. Introduction to R
  3. Data manipulation with R
  4. Data visualization with ggplot2
  5. Basic linear analysis
  6. Principal Component Analysis (PCA)
  7. Redundancy Analysis (RDA)
  8. Generalized Linear Models (GLM)
  9. Spatial autocorrelation


You can download the data needed for the exercises here.