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NONLINEAR REGRESSION CHAPTER 06.04 How a Learner Can Use This Module |
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PRE-REQUISITES & OBJECTIVES |
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| TEXTBOOK CHAPTER | |
| DIGITAL AUDIOVISUAL LECTURES | |
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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] |
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| MULTIPLE CHOICE TEST | |
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Test Your Knowledge of Nonlinear Regression [HTML] [FLASH] [PDF] [DOC] |
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| PRESENTATIONS | |
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A PowerPoint Presentation on Nonlinear Regression [PDF] [PPT] |
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| WORKSHEETS | |
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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 |
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EXAMPLES FROM OTHER MAJORS |
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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] |
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WOLFRAM DEMONSTRATION (External link | What are Wolfram Demonstrations? | Do need free Mathematica Player to run) |
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Curve Fitting [NBP] Interactive Curve Fitting [NBP] Linear and Quadratic Curve Fitting Practice [NBP] Fitting a Curve to Five Points [NBP] |
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RELATED TOPICS |
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| > Home > Numerical Methods > Regression | |
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