Transforming Numerical Methods Education for the STEM Undergraduate MOOC | MOBILE | VIDEOS | BLOG | YOUTUBE | TWITTER | COMMENTS | ANALYTICS | ABOUT | CONTACT | COURSE WEBSITES | BOOKS | MATH FOR COLLEGE
 NONLINEAR REGRESSION CHAPTER 06.04 PRE-REQUISITES & OBJECTIVES Pre-Requisites for Nonlinear Regression [PDF] [DOC] Objectives of Nonlinear Regression [PDF] [DOC] TEXTBOOK CHAPTER Textbook Chapter of Nonlinear Regression [PDF] [DOC] DIGITAL AUDIOVISUAL LECTURES Power Model: Derivation: Part 1 of 2 [YOUTUBE 4:07] [TRANSCRIPT] Power Model: Derivation: Part 2 of 2 [YOUTUBE 8:11] [TRANSCRIPT] Power Model : Transformed Data: Derivation [YOUTUBE 8:52] [TRANSCRIPT] Power Model : Transformed Data: Example Part 1 of 2  [YOUTUBE 5:49] [TRANSCRIPT] Power Model : Transformed Data: Example Part 2 of 2  [YOUTUBE 9:12] [TRANSCRIPT]   Exponential Model Regression: Derivation: Part 1 of 2 [YOUTUBE 5:50] [TRANSCRIPT] Exponential Model Regression: Derivation: Part 2 of 2 [YOUTUBE 9:50] [TRANSCRIPT] Exponential Model :  Example Part 1 of 2  [YOUTUBE 10:07] [TRANSCRIPT] Exponential Model :  Example Part 2 of 2  [YOUTUBE 1:44] [TRANSCRIPT]   Exponential Model : Transformed Data: Derivation [YOUTUBE 9:37] [TRANSCRIPT] Exponential Model : Transformed Data: Example Part 1 of 2  [YOUTUBE 7:11] [TRANSCRIPT] Exponential Model : Transformed Data: Example Part 2 of 2  [YOUTUBE 9:14] [TRANSCRIPT]   Saturation Growth Model: Transformed Data: Derivation [YOUTUBE 8:27] [TRANSCRIPT]   Harmonic Decline Curve: Transformed Data: Derivation [YOUTUBE 9:16] [TRANSCRIPT] Harmonic Decline Curve : Transformed Data: Example Part 1 of 2  [YOUTUBE 6:18] [TRANSCRIPT] Harmonic Decline Curve : Transformed Data: Example Part 2 of 2  [YOUTUBE 8:47] [TRANSCRIPT]   Polynomial Model :  Derivation: Part 1 of 2  [YOUTUBE 7:47] [TRANSCRIPT] Polynomial Model :  Derivation: Part 2 of 2   [YOUTUBE 9:40] [TRANSCRIPT] Polynomial Model :  Example Part 1 of 2  [YOUTUBE 6:42] [TRANSCRIPT] Polynomial Model :  Example Part 2 of 2  [YOUTUBE 6:16] [TRANSCRIPT] MULTIPLE CHOICE TEST Test Your Knowledge of Nonlinear Regression [HTML] [FLASH] [PDF] [DOC] PRESENTATIONS A PowerPoint Presentation on Nonlinear Regression [PDF] [PPT] WORKSHEETS 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..] EXAMPLES FROM OTHER MAJORS Chemical Engineering Example of Nonlinear Regression  [PDF]  [DOC] [PHY]  Computer Engineering Example of Nonlinear Regression  [PDF]  [DOC] [PHY] Electrical Engineering Example of Nonlinear Regression  [PDF]  [DOC] [PHY] WOLFRAM DEMONSTRATION (External link | What are Wolfram Demonstrations? | Do need free Mathematica Player to run) Curve Fitting [NBP] Interactive Curve Fitting [NBP] Linear and Quadratic Curve Fitting Practice [NBP] Fitting a Curve to Five Points [NBP] RELATED TOPICS > Home > Regression
 AUDIENCE |  AWARDS  |  PEOPLE  |  TRACKS  |  DISSEMINATION  |  PUBLICATIONS 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, , 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. ANALYTICS