Linear Regression Analysis

Biostatistics BI 45, Saint Anselm College

 

This page contains the mechanics of linear regression analysis:

Build the linear equation

Statistical hypotheses

Decision rules and critical values

F test

t test 

Coefficient of Determination

 

Build linear equation

 

 

 

Statistical Hypotheses

 

 

 

Statistical Hypotheses, Critical Values and Comparisons

for a two-tailed test: 2 Options

 

Option 1) Test the model - F test

 

 

Option 2) Test the model - t test

 

 

 

Coefficient of Determination

 



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Trademark and Disclaimers

Copyright © 2001 Jay Pitocchelli. All rights reserved. The contents of this page are the intellectual property of Dr. Jay Pitocchelli for distribution to students enrolled in Biostatistics BI 45 at Saint Anselm College. These pages may not be copied, photocopied, reproduced, translated, or published in any electronic or machine-readable form in whole or in part without prior written approval of Jay Pitocchelli. Students enrolled in Biostatistics BI 45 at Saint Anselm College have permission to print this material for their lecture notes. All formulae and critical values from: Zar, J. H. 1999. Biostatistical Analysis. (4th ed.). New Jersey, Prentice Hall.