A methodology for temperature option pricing in the equatorial regions

IF 1 4区 经济学 Q4 BUSINESS Engineering Economist Pub Date : 2021-11-08 DOI:10.1080/0013791X.2021.2000086
Sergio Cabrales, R. Bautista, Isabella Madiedo, M. Galindo
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引用次数: 2

Abstract

Abstract Weather derivatives are financial instruments that can be used by organizations or individuals to hedge risks associated with adverse weather conditions. Weather conditions can directly decrease profits by affecting the volume of sales or costs. This paper develops a methodology for temperature option pricing in equatorial regions. In this approach, temperature is forecast by combining deterministic and stochastic models. We find that forecasting daily temperature with a model that combines a truncated third-order Fourier series with a mean reversion stochastic process proves the most accurate for pricing the options. The methodology is calibrated with data gathered in Bogotá, Colombia, using Monte Carlo simulations.
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赤道地区温度期权定价方法
天气衍生品是一种金融工具,可以被组织或个人用来对冲与不利天气条件相关的风险。天气状况会通过影响销售量或成本而直接降低利润。本文提出了一种赤道地区温度期权定价方法。在这种方法中,温度预报结合了确定性模型和随机模型。我们发现,将截断的三阶傅立叶级数与均值回归随机过程相结合的模型预测日温度对于期权定价是最准确的。该方法是根据在哥伦比亚波哥大收集的数据,使用蒙特卡洛模拟进行校准的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Engineering Economist
Engineering Economist ENGINEERING, INDUSTRIAL-OPERATIONS RESEARCH & MANAGEMENT SCIENCE
CiteScore
2.00
自引率
0.00%
发文量
14
审稿时长
>12 weeks
期刊介绍: The Engineering Economist is a refereed journal published jointly by the Engineering Economy Division of the American Society of Engineering Education (ASEE) and the Institute of Industrial and Systems Engineers (IISE). The journal publishes articles, case studies, surveys, and book and software reviews that represent original research, current practice, and teaching involving problems of capital investment. The journal seeks submissions in a number of areas, including, but not limited to: capital investment analysis, financial risk management, cost estimation and accounting, cost of capital, design economics, economic decision analysis, engineering economy education, research and development, and the analysis of public policy when it is relevant to the economic investment decisions made by engineers and technology managers.
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