1 Computing Probabilities Using Python

 

This section covers:

  • 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

1.4  Summary

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