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BACKGROUND

Pre-Requisites for Regression [PDF] [DOC]

Objectives of Regression [PDF] [DOC]

A Primer on Statistical Terminology for Regression Analysis [PDF] [DOC]

Introduction to Regression [PDF] [DOC]

Test Your Knowledge on Background of Regression  [HTML] [FLASH] [PDF] [DOC]

PHYSICAL PROBLEM

Finding the best When should the machine be stopped? for a When should the machine be stopped? car [PDF] [DOC]

NUMERICAL METHOD

Pre-Requisites for Linear Regression [PDF] [DOC]

Objectives of Linear Regression [PDF] [DOC]

How Does Linear Regression Work? [PDF] [DOC]

Linear Regression Background: Part 1 of 2 [YOUTUBE 8:10]

Linear Regression Background: Part 2 of 2 [YOUTUBE 3:55]

Linear Regression Derivation: Part 1 of 2 [YOUTUBE 6:22]

Linear Regression Derivation: Part 2 of 2 [YOUTUBE 8:44]

Linear Regression With Zero Intercept: Derivation [YOUTUBE 9:32]

Linear Regression With Zero Intercept: Example [YOUTUBE 8:48]

A Power Point Presentation on Linear Regression [PDF] [PPT]

Worksheet of Linear Regression [PDF] [MCD]

Test Your Knowledge of Linear Regression [HTML] [FLASH] [PDF] [DOC]

Pre-Requisites for Nonlinear Regression [PDF] [DOC]

Objectives of Nonlinear Regression [PDF] [DOC]

How does Nonlinear Regression Work? [PDF] [DOC]

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]

A Power Point Presentation on Nonlinear Regression [PDF] [PPT]

Worksheet of Nonlinear Regression without Data Linearization [PDF] [MCD]

Worksheet of Nonlinear Regression with Data Linearization [PDF] [MCD]

Worksheet of Polynomial Regression [PDF] [MCD]

Test Your Knowledge of Nonlinear Regression [HTML] [FLASH] [PDF] [DOC]

ANECDOTES

Comparing Nonlinear Regression Models - With and Without Data Linearization [PDF] [MCD]

On Adequacy of Regression Models [PDF] [DOC] [PDF] [MCD]
Multivariate Least Squares Fitting
[PDF] [DOC]