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LINEAR REGRESSION

TEXTBOOK CHAPTER
  Textbook Chapter of Linear Regression [PDF] [DOC]
DIGITAL AUDIOVISUAL LECTURES
 

Linear Regression Background: Part 1 of 2 [YOUTUBE 8:10]

Linear Regression Background: Part 2 of 2 [YOUTUBE 3:55]

Linear Regression Derivation: Part 1 of 2 [YOUTUBE 6:22]

Linear Regression Derivation: Part 2 of 2 [YOUTUBE 8:44]

Linear Regression: Example [YOUTUBE 10:24]

Linear Regression With Zero Intercept: Derivation [YOUTUBE 9:32]

Linear Regression With Zero Intercept: Example [YOUTUBE 8:48]

MULTIPLE CHOICE TEST
  Test Your Knowledge of Linear Regression [HTML] [FLASH] [PDF] [DOC]
PRESENTATIONS
 

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

WORKSHEETS
  Worksheet of Linear Regression [MAPLE]  [MATHCAD]  [MATHEMATICA]  [MATLAB]
   
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Copyrights: UnCreative Commons Licenseiversity 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# 0126793, 0341468, 0717624,  0836981.  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.  Numerical Methods for Undergraduates by http://numericalmethods.eng.usf.edu is licensed under a Creative Commons Attribution-Noncommercial-Share Alike 3.0 United States License.  Based on a work at numericalmethods.eng.usf.edu.