天候デリバティブ市場におけるモデリングとプライシング Modeling and Pricing in Financial Markets for Weather Derivatives (Advanced Series on Statistical Science & Applied Probability)

Benth, Fred Espen/ Saltyte-benth, Jurate

World Scientific Publishing Co Pte Ltd（2012/12発売）

• 製本 Hardcover:ハードカバー版／ページ数 256 p.
• 言語 ENG
• 商品コード 9789814401845
• DDC分類 332.6457

Full Description

Weather derivatives provide a tool for weather risk management, and the markets for these exotic financial products are gradually emerging in size and importance. This unique monograph presents a unified approach to the modeling and analysis of such weather derivatives, including financial contracts on temperature, wind and rain. Based on a deep statistical analysis of weather factors, sophisticated stochastic processes are introduced modeling the time and space dynamics. Applying ideas from the modern theory of mathematical finance, weather derivatives are priced, and questions of hedging analyzed. The treatise contains an in-depth analysis of typical weather contracts traded at the Chicago Mercantile Exchange (CME), including so-called CDD and HDD futures. The statistical analysis of weather variables is based on a large data set from Lithuania. The monograph includes the research done by the authors over the last decade on weather markets. Their work has gained considerable attention, and has been applied in many contexts.

Contents

Financial Markets for Weather; Data Description and Exploratory Analysis of Weather; Spatial-Temporal Modeling; Continuous-Time Autoregressive Moving Average Models of Weather; Pricing of Weather Forward Contracts; Extensions to Other Weather Models; Options on Temperature and Wind; Hedging of Geographical Weather Risk; Precipitation Derivatives; Utility-Based Approaches to Pricing Weather Derivatives.