Please note: these notes are still in draft form, with large gaps.
I'm happy to hear about any errors, and I hope eventually to fill in some of the missing pieces.
- Introduction to Jupyter and R
- Mathematical Preliminaries
- Linear Algebra
- Probability, Random Vectors, and the Multivariate Normal Distribution
- Inference and Statistical Models
- Multiple Regression
- Maximum Likelihood
- The Bootstrap