Prerequisites & Objectives
Prerequisites 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] [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..]
Wolfram Demonstration
Fitting a Curve to Five Points [NBP]
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]