Chapter 06.03 Linear Regression

Prerequisites & Objectives

Prerequisites for Linear Regression [PDF] [DOC]

Objectives of Linear Regression[PDF] [DOC]

Textbook Chapter

Textbook Chapter of Linear Regression [PDF] [DOC]

Digital Audiovisual Lectures

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]

Multiple Choice Test

Test Your Knowledge of Linear Regression [HTML] [PDF] [DOC]

Presentations

A PowerPoint Presentation on Linear Regression [PDF] [PPT]

Worksheets

Adequacy [MAPLE] [MATHCAD] [MATHEMATICA] [MATLAB]

Wolfram Demonstration

Fitting a Curve to Five Points [NBP]

Examples from Other Majors

Civil Engineering Example of Linear Regression [PDF] [DOC] [PHY]

Computer Engineering Example of Linear Regression [PDF] [DOC] [PHY]

Industrial Engineering Example of Linear Regression [PDF] [DOC] [PHY]

Mechanical Engineering Example of Linear Regression [PDF] [DOC] [PHY]

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