Comparison of Some Selection Criteria for Selecting Bivariate Archimedean Copulas

Comparison of Some Selection Criteria for Selecting Bivariate Archimedean Copulas
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选择二变量阿基米德 Copula 的一些选择标准的比较

DOI:
10.5578/fmbd.27971
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发表时间:
2016
期刊:
Afyon Kocatepe University Journal of Sciences and Engineering
影响因子:
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通讯作者:
Ç. T. Gülöksüz
Ç. T. Gülöksüz
中科院分区:
--
文献类型:
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作者:
Ç. T. Gülöksüz

文献摘要

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通常,当选择适当的二元阿基米德copula函数来建模数据时,赤池信息准则(AIC)、贝叶斯信息准则(BIC)和最小距离(MD)被用作选择准则。在这项研究中,这些标准选择copula函数的性能进行了一些模拟研究。
Commonly, while selecting an appropriate bivariate Archimedean copula function that models data, Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), and minimum distance (MD) are used as a selection criterion. In this study, the performances of these criteria for selecting copula function are investigated by some simulation studies.