Chapter 3: Concepts and Tools

Probability theory may be the most important subject for properly understanding natural and social behavior. The application of probability theory is not always obvious. We use computer simulations to help provide an intuitive yet concrete understanding of probability.

Programs

• Program 3.1: Coin Toss
• Program 3.2: Binomial
• Program 3.3: Random Walk 1D
• Program 3.4: Random Walk Continous
• Program 3.5: Central Limit Theorem
• Program 3.6: Multiplicative Process
• Program 3.7: Monte Carlo Estimation

Overview TOC