Vignettes

The MEDDLE data analysis tutorials illustrate statistical approaches for single and multiple driver experiments. The tutorials are not meant as an exhaustive list, nor do they replace formal statistical training. However, they provide insight into some of the things we do and the way we think about design, along with helpful R code.

  1. Power calculation (some background in statistics is needed)
  2. Scenario-based experiment with data file (some background in statistics)
  3. Experiments with blocking with data file (intermediate)
  4. Time-response variables (advanced)
  5. Single-driver response curves with data file 1 and data file 2 (advanced)
  6. Response surfaces with data file 1 and data file 2 (stats hero)
  7. Model-averaging for experiments with a data file, extended description (pdf), and R files for classical analysis, functions for model averaging, model-averaged analysis, and extended model-averaged analysis (advanced)

These tutorials are hosted by the New Zealand Ocean Acidification Community (NZOAC), so the links will download the html tutorials files and data files (where needed) from the NZOAC website.