Carbon option pricing and carbon management under uncertain finance theory

被引:0
作者
Liu, Zhe [1 ]
Li, Yanbin [1 ]
机构
[1] North China Elect Power Univ, Sch Econ & Management, Beijing, Peoples R China
关键词
Uncertain differential equation; uncertainty theory; uncertain hypothesis; carbon option pricing; carbon asset management; moment estimation;
D O I
10.1080/03610926.2024.2419893
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Against the backdrop of increasingly severe global climate change issues, more and more countries and regions are adopting carbon emission trading, which is an effective market mechanism. As an important component of the carbon market, American carbon options provide more flexible trading tools to help companies avoid price risks. Therefore, the pricing research of American carbon options is of great significance for promoting the healthy development of the carbon market. Nonetheless, existing pricing methods are all based on probability theory, which need to satisfy the premise that the distribution function is close to the true frequency sufficiently. However, usually such premise is ill-suited in carbon market. To alleviate the predicament of the need for satisfying probability theory's premise, this work investigates American carbon option pricing under the framework of uncertainty theory, which is another axiomatic mathematical system. For this purpose, uncertain differential equation is adopted to model the price of carbon future, and pricing formulae for American call and put carbon options are derived based on this model. Real data analyses illustrate the proposed method in details. Furthermore, it provides a detailed schema of applying the American carbon option for carbon asset management, which can optimize risk control for carbon consuming enterprises.
引用
收藏
页数:18
相关论文
共 50 条
[41]   Critical value-based Asian option pricing model for uncertain financial markets [J].
Lu, Ziqiang ;
Zhu, Yuanguo ;
Li, Bo .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 525 :694-703
[42]   Extreme values for solution to uncertain fractional differential equation and application to American option pricing model [J].
Jin, Ting ;
Sun, Yun ;
Zhu, Yuanguo .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 534
[43]   Power-barrier option pricing formulas in uncertain financial market with floating interest rate [J].
Zhao, Hua ;
Xin, Yue ;
Gao, Jinwu ;
Gao, Yin .
AIMS MATHEMATICS, 2023, 8 (09) :20395-20414
[44]   Impact of social media retailing on pricing decisions under uncertain environment [J].
Liu, Jinjin ;
Ke, Hua .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 37 (04) :5515-5529
[45]   Dynamic pricing and production control for perishable products under uncertain environment [J].
Ruishu Shi ;
Cuilian You .
Fuzzy Optimization and Decision Making, 2023, 22 :359-386
[46]   Dynamic pricing and production control for perishable products under uncertain environment [J].
Shi, Ruishu ;
You, Cuilian .
FUZZY OPTIMIZATION AND DECISION MAKING, 2023, 22 (03) :359-386
[47]   European option pricing problem based on a class of Caputo-Hadamard uncertain fractional differential equation [J].
Liu, Hanjie ;
Zhu, Yuanguo ;
Liu, Yiyu .
AIMS MATHEMATICS, 2023, 8 (07) :15633-15650
[48]   Supply chain pricing and effort decisions with the participants’ belief under the uncertain demand [J].
Xiaohu Yang ;
Fan Jing ;
Nana Ma ;
Fapeng Nie .
Soft Computing, 2020, 24 :6483-6497
[49]   Supply chain pricing and effort decisions with the participants' belief under the uncertain demand [J].
Yang, Xiaohu ;
Jing, Fan ;
Ma, Nana ;
Nie, Fapeng .
SOFT COMPUTING, 2020, 24 (09) :6483-6497
[50]   Toward a Distributed Carbon Ledger for Carbon Emissions Trading and Accounting for Corporate Carbon Management [J].
Tang, Qingliang ;
Tang, Lie Ming .
JOURNAL OF EMERGING TECHNOLOGIES IN ACCOUNTING, 2019, 16 (01) :37-46