Holistic Numerical Methods

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NONLINEAR REGRESSION (CHAPTER 06.04)

 

Polynomial Model Regression : Example Part 2 of 2

 

By Autar Kaw



TOPIC DESCRIPTION
 

Learn via an example how to conduct polynomial model regression.

 

This video teaches you the polynomial model regression with an example.


ALL VIDEOS FOR THIS TOPIC
 

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]


COMPLETE RESOURCES
  Get in one place the following: a textbook chapter, a PowerPoint presentation, individual YouTube lecture videos, worksheets to illustrate the method and its convergence, and multiple-choice questions on Nonlinear Regression.

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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# Creative Commons License0126793, 0341468, 0717624,  0836981, 0836916, 0836805.  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.

 

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