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Analysis of computer experiments with multiple noise sources

Dehlendorff, Christian (author)
Informatics and Mathematical Modelling, Section for Statistics, Lyngby, Technical University of Denmark, Department of DTU Informatics, DTU Data Analysis, Technical University of Denmark, Technical University of Denmark
Kulahci, Murat (author)
Department of Informatics and Mathematical Modelling, Technical University of Denmark
Andersen, Klaus Kaae Aae (author)
Technical University of Denmark, Lyngby, Department of Informatics and Mathematical Modelling, Technical University of Denmark
 (creator_code:org_t)
2009-06-26
2010
English.
In: Quality and Reliability Engineering International. - : Wiley. - 0748-8017 .- 1099-1638. ; 26:2, s. 137-146
  • Journal article (peer-reviewed)
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  • In this paper we present a modeling framework for analyzing computermodels 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

Subject headings

TEKNIK OCH TEKNOLOGIER  -- Maskinteknik -- Tillförlitlighets- och kvalitetsteknik (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Mechanical Engineering -- Reliability and Maintenance (hsv//eng)

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Kvalitetsteknik
Quality Technology and Management

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Luleå University of Technology

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