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Save: An R package for the statistical analysis of computer models
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نویسنده
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palomo j. ,paulo r. ,garcía-donato g.
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منبع
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journal of statistical software - 2015 - دوره : 64 - - کد همایش: - صفحه:1 -23
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چکیده
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This paper introduces the r package save which implements statistical methodology for the analysis of computer models. namely,the package includes routines that perform emulation,calibration and validation of this type of models. the methodology is bayesian and is essentially that of bayarri,berger,paulo,sacks,cafeo,cavendish,lin,and tu (2007). the package is available through the comprehensive r archive network. we illustrate its use with a real data example and in the context of a simulated example. © 2015,american statistical association. all rights reserved.
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کلیدواژه
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Bayesian analysis; Calibration; Computer models; Emulation; Gaussian processes; R package
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آدرس
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department of business administration (finance),rey juan carlos university,madrid,28032, Spain, department of mathematics and cemapre iseg,universidade de lisboa,lisboa,1200-781, Portugal, department of economics and finance,universidad de castilla-la mancha,albacete,02071, Spain
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Authors
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