1 Computing probabilities using Python
- What are the basics of probability theory?
- Computing probabilities of a single observation
- Computing probabilities across a range of observations
1.1 Sample space analysis: An equation-free approach for measuring uncertainty in outcomes
1.1.1 Analyzing a biased coin
1.2 Computing nontrivial probabilities
1.2.1 Problem 1: Analyzing a family with four children
1.2.2 Problem 2: Analyzing multiple die rolls
1.2.3 Problem 3: Computing die-roll probabilities using weighted sample spaces
1.3 Computing probabilities over interval ranges
1.3.1 Evaluating extremes using interval analysis