Probability

Notes on probability theory, random variables, statistical inference, regression, simulation, and applied problem solving.

• Foundations

  Probability theorems · Distributions · Markov processes · Limit theorems

• Statistical inference

  Sample mean and variance · Parameter estimation · Bayesian inference · Hypothesis testing

• Models and applications

  Linear regression · Life testing · Generating random numbers

• Practice

  Work through the collection of probability and statistics problems.

  Browse exercises →