Cart (Loading....) | Create Account
Close category search window
 

Regression models and experimental designs: A tutorial for simulation analysts

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

1 Author(s)
Kleijnen, J.P.C. ; Tilburg Univ., Tilburg

This tutorial explains the basics of linear regression metamodels-especially low-order polynomials-and the corresponding statistical designs-namely, fractional factorial designs of resolution III (Plackett-Burman designs), IV (accounting for interactions), V (estimating individual interactions), and central composite designs (CCDs, for second-order polynomial metamodels). This tutorial assumes 'white noise', which means that the residuals of the fitted linear regression metamodel are normally, independently, and identically distributed with zero mean. This metamodel requires validation. The tutorial gathers statistical results that are scattered throughout the literature on mathematical statistics, and presents these results in a form that is understandable to simulation analysts.

Published in:

Simulation Conference, 2007 Winter

Date of Conference:

9-12 Dec. 2007

Need Help?


IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.