**Jonathan Shapiro**

- What is Probability and Why Do We Use It?
- Basic Ideas
- Rules of Probability Calculation
- What is the Meaning of Probability?
- Estimating Probabilities from Data -- Statistics
- Likelihood of Data from Known or Assumed Probability Distributions -- Hypothesis Testing
- Inferring Probability Distribution from Data -- The Bayesian Approach
- Appendices -- Important Probability Distributions
- About this document ...