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 Non-Trivial Probabilities
1.2.1 Problem 1: Analyzing a Family with 4 Children
1.2.2 Problem 2: Analyzing Multiple Dice Rolls
1.2.3 Problem 3: Computing Dice-Roll Probabilities using Weighted Sample Spaces
1.3 Computing Probabilities Over Interval Ranges
1.3.1 Evaluating Extremes Using Interval Analysis