Chapter 06.05 Adequacy of Regression Models

Textbook Chapter

Textbook Chapter of Textbook Chapter of Adequacy of Linear Regression Models [PDF] [DOC]

Digital Audiovisual Lectures

Adequacy of Regression Models: Introduction [YOUTUBE 6:04] [TRANSCRIPT]

Adequacy of Regression Models : Check One: Plot the Data [YOUTUBE 2:06] [TRANSCRIPT]

Adequacy of Regression Models : Check Two: Standard Error of Estimate [YOUTUBE 10:00] [TRANSCRIPT]

Adequacy of Regression Models : Check Three: Coefficient of Determination: Part 1 of 2 [YOUTUBE 7:54] [TRANSCRIPT]

Adequacy of Regression Models : Check Three: Coefficient of Determination: Part 2 of 2 [YOUTUBE 6:47] [TRANSCRIPT]

Adequacy of Regression Models : Check Four: Assumption of Random Errors [YOUTUBE 6:32] [TRANSCRIPT]

Presentations

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

Worksheets

Worksheet of Linear Regression [MAPLE] [MATHCAD] [MATHEMATICA] [MATLAB]

Blogs

Covariance between residuals and predictor variable is zero for a linear regression model [BLOG]

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