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DiceDesign and DiceEval: Two R packages for design and analysis of computer experiments
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نویسنده
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dupuy d. ,helbert c. ,franco j.
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منبع
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journal of statistical software - 2015 - دوره : 65 - - کد همایش: - صفحه:1 -38
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چکیده
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This paper introduces two r packages available on the comprehensive r archive network. the main application concerns the study of computer code output. package dicedesign is dedicated to numerical design of experiments,from the construction to the study of the design properties. package diceeval deals with the fit,the validation and the comparison of metamodels. after a brief presentation of the context,we focus on the architecture of these two packages. a two-dimensional test function will be a running example to illustrate the main functionalities of these packages and an industrial case study in five dimensions will also be detailed. © 2015,american statistical association. all rights reserved.
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کلیدواژه
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Computer experiments; Design of experiments; Metamodeling; R
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آدرس
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ur lsti - team crocus,école nationale supérieure des mines de saint-étienne,158,cours fauriel,saint-étienne cedex 2,42032, France, institut camille jordan - umr5208,36 av. guy de collongue,ecully cedex,69134, France, recovery mechanisms,total dgep/gsr/tg/cop/rec,l5 1005 avenue larribau,pau cedex,64018, France
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Authors
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