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Analysis of computer experiments with multiple noise sources
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.
Department of Informatics and Mathematical Modelling, Technical University of Denmark.ORCID iD: 0000-0003-4222-9631
Technical University of Denmark, Lyngby, Department of Informatics and Mathematical Modelling, Technical University of Denmark.
2010 (English)In: Quality and Reliability Engineering International, ISSN 0748-8017, E-ISSN 1099-1638, Vol. 26, no 2, p. 137-146Article in journal (Refereed) Published
Abstract [en]

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

Place, publisher, year, edition, pages
2010. Vol. 26, no 2, p. 137-146
National Category
Reliability and Maintenance
Research subject
Quality Technology and Management
Identifiers
URN: urn:nbn:se:ltu:diva-12495DOI: 10.1002/qre.1035Local ID: ba685133-b68e-4e44-b652-63204443a411OAI: oai:DiVA.org:ltu-12495DiVA, id: diva2:985446
Note
Upprättat; 2010; 20150526 (andbra)Available from: 2016-09-29 Created: 2016-09-29 Last updated: 2018-03-16Bibliographically approved

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Kulahci, Murat

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