期刊名称:Scientific Annals of the “Alexandru Ioan Cuza” University of Iasi – Economic Sciences Series
印刷版ISSN:2501-1960
电子版ISSN:2501-3165
出版年度:2017
卷号:64
期号:4
页码:423-430
DOI:10.1515/saeb-2017-0031
语种:
出版社:Sciendo
摘要:This paper focuses on modelling environment changes in a way that allows to price weather derivatives in a flexible and efficient way. Applications and importance of climate and weather contracts extends beyond financial markets and hedging as they can be used as complementary tools for risk assessment. In addition, option-based approach toward resource management can offer very special insights on rare-events and allow to reuse derivative pricing methods to improve natural resources management. To demonstrate this general concept, we use Monte Carlo and stochastic modelling of temperatures to evaluate weather options. Research results are accompanied by R and Python code.
关键词:weather derivatives; temperature modelling; Monte Carlo