I’m developing a set of statistics-related tutorials and blog posts. I’ve found it useful to write them, so hopefully they can also be of use to others–at least as introductions to a new topic.

Statistics (mostly in R):

- Introduction to correlations and linear regression in R
- Introduction to ANOVAs in R
- Mixed models in R
- Binary classification in R
- Data wrangling and visualization in R
- Data visualization in Python
- Model comparison in R
- Bias, variance, and the bed of Procrustes
- P-hacking: a demonstration in R
- Regularization for feature selection

Natural Language Processing: