PC Translation Models for Random Vectors and Multivariate Extremes

PC Translation Models for Random Vectors and Multivariate Extremes
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随机向量和多元极值的 PC 翻译模型

DOI:
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发表时间:
2019
影响因子:
3.1
通讯作者:
M. Grigoriu
M. Grigoriu
中科院分区:
数学2区
文献类型:
--
作者:
M. Grigoriu

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针对非高斯向量,提出了一类新的模型,即多项式混沌平移模型。模型与目标边际分布吻合较好,且具有较好的相关性。
A novel class of models, referred to as polynomial chaos (PC) translation models, is developed for non-Gaussian vectors. The models match target marginal distributions exactly and dependence struct...