Chapter 06.03 Linear Regression Background

Linear Regression (CHAPTER 06.03)

Linear Regression Background

Topic Description

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

This video teaches you how the minimization criterion is established in linear regression.

All Videos for this Topic

Linear Regression Background: [YOUTUBE 9:15] [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: Linear Regression

Based on work at Holistic Numerical Methods licensed under an Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) Questions, suggestions or comments, contact kaw@eng.usf.edu This material is based upon work partially supported by the National Science Foundation under Grant# 0126793, 0341468, 0717624, 0836981, 0836916, 0836805, 1322586, 1609637, 2013271. Any opinions, findings, and conclusions, or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation. Other in-kind and financial funders include USF College of Engineering, USF STEER Program, Maple, MathCAD, MATLAB, USF, FAMU, ASU, AAMU, and MSOE.