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Hedging Salmon Price Risk Based on Fuzzy Copula-GMM Model

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成果类型:
期刊论文
作者:
Yu, Xing;Liu, Chenya;Zhang, Weiguo
通讯作者:
Yu, X
作者机构:
[Liu, Chenya; Yu, Xing] Cent China Normal Univ, Sch Econ & Business Adm, Wuhan 430079, Peoples R China.
[Zhang, Weiguo] Shenzhen Univ, Sch Management, Shenzhen 518060, Peoples R China.
通讯机构:
[Yu, X ] C
Cent China Normal Univ, Sch Econ & Business Adm, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Salmon price risk hedging;fuzzy copula model;Kullback-Leibler divergence;mixture Gaussian model
期刊:
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING
ISSN:
0219-6220
年:
2023
基金类别:
Humanities and Social Science Youth Fund project of Ministry of Education of China [21YJC790148]
机构署名:
本校为第一且通讯机构
院系归属:
经济与工商管理学院
摘要:
Copula method can explain the dependent function or connection function which connects the joint distribution and the univariate marginal distribution. Therefore, copula has recently become a most significant important tool in the financial field of risk management, portfolio allocation, and derivative asset pricing. However, it leads to a possibilistic uncertainty in estimating the parameters of copulas because of insufficient historical data, imprecise parameter estimation, and uncertain knowledge of future prices. This paper proposes a fuzzy copula model via Kullback-Leibler (KL) divergence...

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