Statistics Notes

Some study notes related to statistics, inference, and causality.

Resources

• Schmelzer, C. H., Martin Arnold, Alexander Gerber, and Martin. (2024). Introduction to Econometrics with R . https://www.econometrics-with-r.org/index.html
• McElreath, R. (2020). Statistical rethinking: A Bayesian course with examples in R and Stan (Second edition). CRC Press.
  • Lectures: https://www.youtube.com/watch?v=FdnMWdICdRs&list=PLDcUM9US4XdPz-KxHM4XHt7uUVGWWVSus
  • Exercises: https://github.com/rmcelreath/stat_rethinking_2024
  • https://xcelab.net/rm/statistical-rethinking/