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: [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]
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]