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NONLINEAR REGRESSION

Textbook Chapter of Nonlinear Regression [PDF] [DOC]

Power Model: Derivation: Part 1 of 2 [YOUTUBE 4:07]

Power Model: Derivation: Part 2 of 2 [YOUTUBE 8:11]

Power Model : Transformed Data: Derivation [YOUTUBE 8:52]

Power Model : Transformed Data: Example Part 1 of 2  [YOUTUBE 5:49]

Power Model : Transformed Data: Example Part 2 of 2  [YOUTUBE 9:12]

Exponential Model Regression: Derivation: Part 1 of 2 [YOUTUBE 5:50]

Exponential Model Regression: Derivation: Part 2 of 2 [YOUTUBE 9:50]

Exponential Model :  Example Part 1 of 2  [YOUTUBE 10:07]

Exponential Model :  Example Part 2 of 2  [YOUTUBE 1:44]

Exponential Model : Transformed Data: Derivation [YOUTUBE 9:37]

Exponential Model : Transformed Data: Example Part 1 of 2  [YOUTUBE 7:11]

Exponential Model : Transformed Data: Example Part 2 of 2  [YOUTUBE 9:14]

Saturation Growth Model: Transformed Data: Derivation [YOUTUBE 8:27]

Harmonic Decline Curve: Transformed Data: Derivation [YOUTUBE 9:16]

Harmonic Decline Curve : Transformed Data: Example Part 1 of 2  [YOUTUBE 6:18]

Harmonic Decline Curve : Transformed Data: Example Part 2 of 2  [YOUTUBE 8:47]

Polynomial Model :  Derivation: Part 1 of 2  [YOUTUBE 7:47]

Polynomial Model :  Derivation: Part 2 of 2   [YOUTUBE 9:40]

Polynomial Model :  Example Part 1 of 2  [YOUTUBE 6:42]

Polynomial Model :  Example Part 2 of 2  [YOUTUBE 6:16]

Test Your Knowledge of Nonlinear Regression [HTML] [FLASH] [PDF] [DOC]

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

Worksheet of Nonlinear Regression w/o Data Transformation [MAPLE]  [MATHC..]  [MATHE...]  [MATLAB]

Worksheet of Nonlinear Regression with Data Transformation [MAPLE]  [MATHC...]  [MATHE...]  [MATLAB]

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

Worksheet for Comparing Nonlinear Regression Models With & Without Data Transformation

                                                                                                                       [MAPLE] [MATH..][MATHE..]  [MAT..]

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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# 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.