Analysis of Computer Experiments with Multiple Noise Sources

Christian Dehlendorff, Murat Kulahci, Klaus Kaae Andersen

    Research output: Contribution to journalConference articlepeer-review

    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 (C) 2009 John Wiley & Sons, Ltd.
    Original languageEnglish
    JournalQuality and Reliability Engineering International
    Volume26
    Issue number2
    Pages (from-to)137-146
    ISSN0748-8017
    DOIs
    Publication statusPublished - 2010
    EventAnnual Meeting of the European-Network-for-Business-and-Industrial-Statistics - Athens, GREECE
    Duration: 1 Jan 2008 → …
    Conference number: 8th

    Conference

    ConferenceAnnual Meeting of the European-Network-for-Business-and-Industrial-Statistics
    Number8th
    CityAthens, GREECE
    Period01/01/2008 → …

    Keywords

    • discrete event simulation
    • response surface
    • computer experiments

    Fingerprint

    Dive into the research topics of 'Analysis of Computer Experiments with Multiple Noise Sources'. Together they form a unique fingerprint.

    Cite this