teaching resources
a collection of useful reading for the modern data scientist
Organising analyses
Reporting analyses
How to report analysis results: A published guide on the appropriate way to report results from a statistical test.
Reporting statistical methods: A great paper on the necessary level of detail in methods reporting, a how-to-guide
Reproducible science
Guides to reproducible code: The British Ecological Society guide to making reproducible code
Implementing code review in the scientific workflow: Insights from ecology and evolutionary biology
Society for Open, Reliable, and Transparent Ecology and Evolutionary biology: This organisation produces a reading list on how to make better reproducible science
Reproducibility trial: 246 biologists get different results from same data sets