Analysis of Computer Experiments with Multiple Noise Sources

被引：3

作者：

Dehlendorff, Christian ^{[1
]}

Kulahci, Murat ^{[1
]}

Andersen, Klaus K. ^{[1
]}

机构：

[1] Tech Univ Denmark, DTU Informat, DK-2800 Lyngby, Denmark

来源：

QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL | 2010年 / 26卷 / 02期

关键词：

computer experiments; discrete event simulation; response surface;

D O I：

10.1002/qre.1035

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

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 (C) 2009 John Wiley & Sons, Ltd.

引用

页码：137 / 146

页数：10

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