Holistic Numerical Methods

Transforming Numerical Methods Education for the STEM Undergraduate

 

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ADEQUACY OF REGRESSION MODELS

CHAPTER 06.05

How a Learner Can Use This Module

TEXTBOOK CHAPTER

 

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]

RELATED TOPICS

 

Primer on Regression

Linear Regression

Nonlinear Regression

   
 

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Copyrights: University of South Florida, 4202 E Fowler Ave, Tampa, FL 33620-5350. All Rights Reserved. Questions, suggestions or comments, contact kaw@eng.usf.edu  This material is based upon work supported by the National Science Foundation under Grant# Creative Commons License0126793, 0341468, 0717624,  0836981, 0836916, 0836805, 1322586.  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 sponsors include Maple, MathCAD, USF, FAMU and MSOE.  Based on a work at http://mathforcollege.com/nm.  Holistic Numerical Methods licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License.

 

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