Statistics references
Over the time of my PhD there were some resources that I consistently returned for stats guidance:- A table for help choosing the right statistical test for your data: UCLA IDRE
- Introduction to Data Mining, Stanford Stats 202: Intro to Statistical Learning
- Intro to Bayesian statistics
- Intro to Generalized additive models: link
- Mixed models with R: link