Covariance, Clearly Explained
Offered By: StatQuest with Josh Starmer via YouTube
Course Description
Overview
Dive into a comprehensive video tutorial that demystifies the concept of covariance in statistics. Learn about the significance of covariance, its calculation methods, and its role as a computational stepping stone to other statistical concepts like correlation. Explore various types of covariance relationships, understand why covariance can be challenging to interpret, and discover the motivation behind correlation. Gain insights through clear explanations, practical examples, and a review of variance. Perfect for those with a basic understanding of variance looking to expand their statistical knowledge.
Syllabus
Awesome song and introduction
Review of variance
Motivation for Covariance
Types of Covariance relationships
How to calculate covariance
Why covariance is hard to interpret
Motivation for Correlation
Summary
We should be dividing by 4-1, not 5-1. Oops! :
Taught by
StatQuest with Josh Starmer
Related Courses
Probability Foundations for Electrical EngineersIndian Institute of Technology Madras via Swayam Portfolio Optimization: Excel, R, Python & ChatGPT
Udemy Оптимизация портфеля с помощью модели Марковица
Coursera Project Network via Coursera Excel 2007: Business Statistics
LinkedIn Learning Probabilistic Systems Analysis and Applied Probability
Massachusetts Institute of Technology via MIT OpenCourseWare