LINEAR REGRESSION (CHAPTER 06.03)

 

Background: Part 1 of 2

 

By Autar Kaw

TOPIC DESCRIPTION
 

Learn the background of linear regression of how the minimization criterion is selected.

 

This video teaches you how minimization criterion is established in linear regression.
ALL VIDEOS FOR THIS TOPIC
 

Linear Regression Background: Part 1 of 2 [YOUTUBE 8:10] [TRANSCRIPT]

Linear Regression Background: Part 2 of 2 [YOUTUBE 3:55] [TRANSCRIPT]

Linear Regression Derivation: Part 1 of 2 [YOUTUBE 6:22] [TRANSCRIPT]

Linear Regression Derivation: Part 2 of 2 [YOUTUBE 8:44] [TRANSCRIPT]

Linear Regression: Example [YOUTUBE 10:24] [TRANSCRIPT]

Linear Regression With Zero Intercept: Derivation [YOUTUBE 9:32] [TRANSCRIPT]

Linear Regression With Zero Intercept: Example [YOUTUBE 8:48] [TRANSCRIPT]
COMPLETE RESOURCES
  Get in one place the following: a textbook chapter, a PowerPoint presentation, individual YouTube lecture videos, worksheets to illustrate the method and its convergence, and multiple-choice questions on Linear Regression.