This repository includes material for the course QTM 210. This course covers the structure of probability theory, which is the foundation of statistics, and provides many examples of the use of probabilistic reasoning. Most of the material is in Jupyter Notebook format. The topics cover:
- Probability
- Random Variables
- Special Distributions
- Estimation
The definitions, examples and exercises are based on the following textbooks:
- Introduction to Mathematical Statistics and Its Applications, 6th Edition, by Richard Larsen and Morris Marx.