Multiple Continuous Variables

The videos below cover the material on Multiple Continuous Variables from Chapter 5 of the book. See here for the full YouTube playlist. Click on the titles to download the slides.

Overview

Definition

Joint probability density

Marginal distributions

Conditional distributions

Joint simulation

Gaussian random vectors 1

Gaussian random vectors 2

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    • Estimation of Population Parameters
    • Hypothesis Testing
    • PCA and Low-Rank Models
    • Regression and Classification
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