Chapter 5 Joint Distributions

Learning objectives:

• Learn how joint distributions are defined
• Learn the properties of joint expectation $\mathbb{E}[XY]$
• Understand conditional distributions and expectations
• Learn how to work with multivariate normal distributions
• Briefly examine Principle Component Analysis