NONLINEAR REGRESSION (CHAPTER 06.04)

 

Polynomial Model Regression : Derivation Part 1 of 2

 

By Autar Kaw



TOPIC DESCRIPTION
 

Learn example how to derive polynomial model regression formula.

 

This video teaches you the derivation of polynomial model regression formula.


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.