APTS Statistical Computing: Notes

This is a draft of the notes, and some sections are likely to change substantially before the course starts.

1. Introduction

2. Matrix computation

3. Optimization

4. Numerical calculus I: differentiation

5. Numerical calculus II: integration

6. Other topics