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language

Mathematica

REGRESSION

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Major

Computer


BACKGROUND

 

A primer on statistical terminology for regression analysis [PDF] [DOC]

Introduction to regression [PDF] [DOC]

Test your knowledge on background of regression analysis [HTML] [PDF] [DOC]

 

PHYSICAL PROBLEM

 

Extraction of road networks in images by function fitting [PDF] [DOC]

 

NUMERICAL METHOD

 

LINEAR REGRESSION MODEL

 

 

How does Linear Regression work? [PDF] [DOC]

A Power point presentation on Linear Regression [PDF] [PPT]

Simulation of Linear Regression [PDF] [NB]

Test your knowledge of Linear Regression [HTML] [PDF] [DOC]

 

NONLINEAR REGRESSION MODELS

 

 

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

A Power point presentation on Nonlinear regression [PDF] [PPT]

Simulation of Nonlinear Regression without Data Linearization [PDF] [NB]

Simulation of Nonlinear Regression with Data Linearization [PDF] [NB]

Simulation of Polynomial Regression [PDF] [NB]

Test your knowledge of Nonlinear Regression [HTML] [PDF] [DOC]

 

ANECDOTES

 

Comparing nonlinear regression models - with and without data linearization [PDF] [NB]

On adequacy of regression models [PDF] [DOC] [PDF] [NB]
Multivariate least squares fitting
[PDF] [DOC]

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# 0126793, 0341468 and 0717624.  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 Mathematica, MathCAD, USF, FAMU and MSOE.