非线性对冲气候政策不确定性:一种动态混合耦合方法

IF 4.7 2区 经济学 Q1 ECONOMICS
Jie Li , Yingwei Han
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引用次数: 0

摘要

本文在一个动态和非线性的框架下研究了各种绿色资产对气候政策不确定性(CPU)的对冲绩效。我们提出了一种新的动态混合copula模型,该模型捕获时变非线性和非对称尾依赖关系,允许copula权重和依赖参数随时间变化,以检验绿色资产的套期保值有效性。研究发现,绿色资产与传统资产之间的依赖关系在高CPU周期和低CPU周期表现出不同的水平和模式。在12种绿色资产中,世界ESG和低碳相关的股票资产被证明是最有效的对冲CPU冲击的工具,具有各种风险指标。虽然绿色债券资产的套期保值表现弱于股权资产,但这些债券资产的套期保值组合也能产生经济价值。本文强调了绿色资产在气候风险管理中的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nonlinear hedging climate policy uncertainty: A dynamic mixed copula approach
This paper examines the hedging performance of various green assets against climate policy uncertainty (CPU) under a dynamic and nonlinear framework. We propose a novel dynamic mixed copula model that captures time-varying nonlinear and asymmetric tail dependencies, with both copula weights and dependence parameters allowed to vary over time, to examine the hedging effectiveness of green assets. We find that the dependence between green assets and the conventional asset exhibits distinct levels and patterns during high CPU periods and low CPU periods. Among 12 green assets, world ESG- and low carbon-related equity assets are proven most effective hedging tools against the CPU shock with various risk metrics. Although the hedging performance of green bond assets are weaker than those of equity assets, the hedged portfolio with these bond assets can also generate economic values. This paper highlights the role of green assets in climate risk management.
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来源期刊
Economic Modelling
Economic Modelling ECONOMICS-
CiteScore
8.00
自引率
10.60%
发文量
295
期刊介绍: Economic Modelling fills a major gap in the economics literature, providing a single source of both theoretical and applied papers on economic modelling. The journal prime objective is to provide an international review of the state-of-the-art in economic modelling. Economic Modelling publishes the complete versions of many large-scale models of industrially advanced economies which have been developed for policy analysis. Examples are the Bank of England Model and the US Federal Reserve Board Model which had hitherto been unpublished. As individual models are revised and updated, the journal publishes subsequent papers dealing with these revisions, so keeping its readers as up to date as possible.
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