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HURRICANE RISK MANAGEMENT WITH CLIMATE AND CO2 INDICES
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HURRICANE RISK MANAGEMENT WITH CLIMATE AND CO2 INDICES

Chia-Chien Chang, Jen-Wei YangMin-Teh Yu
Journal of Risk and Insurance, 卷.85(3), 頁碼.695-720
09/2018

摘要

Accounting Finance Economics and Econometrics
We propose a regime-switching Poisson process incorporating climate and carbon dioxide (CO ) indices (RPCM) to model hurricane frequency. Model accuracy shows that two-state RPCM (2-RPCM) is superior to the existing climate methods, as forecast errors under 2-RPCM are smaller than previous models by about 60–75 percent. We derive the pricing formula of reinsurance premiums by assuming the aggregate loss following the regime-switching compound process. Pricing errors under 2-RPCM for reinsurance premiums are 35–54 percent lower than those from previous models. The climate and regime-switching effects dominate the CO effect in reducing pricing errors and producing more effective tail value at risk.

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