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Analysis of computer experiments with multiple noise sources.

Analysis of computer experiments with multiple noise sources.

Authors :
Dehlendorff, Christian
Kulahci, Murat
Andersen, Klaus K.
Source :
Quality & Reliability Engineering International. Mar2010, Vol. 26 Issue 2, p137-146. 10p. 1 Diagram, 3 Charts, 4 Graphs.
Publication Year :
2010

Abstract

In this paper we present a modeling framework for analyzing computer models with two types of variations. The paper is based on a case study of an orthopedic surgical unit, which has both controllable and uncontrollable factors. Our results show that this structure of variation can be modeled effectively with linear mixed effects models and generalized additive models. Copyright © 2009 John Wiley & Sons, Ltd. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
07488017
Volume :
26
Issue :
2
Database :
Academic Search Index
Journal :
Quality & Reliability Engineering International
Publication Type :
Academic Journal
Accession number :
48208928
Full Text :
https://doi.org/10.1002/qre.1035