As part of the MEDDLE project, members of NZOAC and international partners developed a series of data analysis examples linked to ocean change experiments. They are not meant as an exhaustive list, nor do they replace formal statistical training. They do provide insight into some of the things we do and the way we think about design, along with helpful R code.

1. Power calculations (some background in statistics and R)

2. Scenario-based experiments (some background)

   • Data file

3. Experiments with blocking (intermediate)

   • Data file

4. Time-response variables (advanced)

5. Single-driver response curves (advanced)

   • Data file (phytoplankton)

   • Data file (surface temperatures)

6. Response surfaces (stats hero)

   • Data file (phytoplankton)

   • Data file (surface temperatures and nitrates)

7. Model-averaging for experiments (advanced)

   • Data file (coralline algae)

   • Extended description (pdf)

   • Classical analysis (R)

   • Functions for model averaging (R)

   • Model-averaged analysis (R)

   • Model-averaged analysis (extended) (R)