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Pricing derivatives with modeling CO2 emission allowance using a regime-switching jump diffusion model: with regime-switching risk premium

机译:使用制度转换跳跃扩散模型对CO2排放配额建模的衍生物的定价:制度转换风险溢价

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摘要

Carbon markets trade the spot European Union Allowance (EUA), with one EUA providing the right to emit one tone of carbon dioxide (CO2). We examine the spot EUA returns in BlueNext that exhibit jumps and a volatility clustering feature. We propose a regime-switching jump diffusion model (RSJM) with a hidden Markov chain to capture not only a volatility clustering feature, but also the dynamics of the spot EUA returns that are influenced by change in the CO2 emission economic conditions. In addition, the switching jump intensities of the RSJM are shown to be affected by change in the carbon-market macroeconomic environment. We further derive the theoretical futures-option prices with a constant convenience yield under the RSJM via the generalized Esscher transform where regime-switching risk is priced with a risk premium. The empirical study shows that the derived futures-option pricing model under the RSJM with regime-switching risk is a more complete model than a jump diffusion model for pricing CO2 options.
机译:碳市场交易现货欧盟配额(EUA),其中一个EUA提供排放一种二氧化碳(CO2)的权利。我们检查了BlueNext中表现出跳跃和波动性聚集特征的现货EUA收益。我们提出了一种具有隐马尔可夫链的政权转换跳跃扩散模型(RSJM),不仅可以捕获波动性聚类特征,还可以捕获受CO2排放经济状况变化影响的现货EUA回报的动态。另外,RSJM的转换跃迁强度受碳市场宏观经济环境变化的影响。我们通过广义的Esscher变换进一步推导出RSJM下具有恒定便利收益的理论期货期权价格,其中制度转换风险以风险溢价定价。实证研究表明,具有制度转换风险的RSJM下的衍生期货期权定价模型比CO2期权定价的跳跃扩散模型更完整。

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