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2013 | OriginalPaper | Chapter

7. Using Meteorological Forecasts for Improving Weather Derivative Pricing

Authors : Antonis K. Alexandridis, Achilleas D. Zapranis

Published in: Weather Derivatives

Publisher: Springer New York

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Abstract

Accurate weather forecasts can significantly improve both weather derivative pricing and weather risk management. Forecasters employ different techniques in developing weather forecasts. Common approaches include the numerical weather prediction methods, ensemble forecasts, and probabilistic forecasts. In this chapter, the most common approaches in producing meteorological forecasts are presented. Moreover, approaches for utilizing these forecasts in order to improve weather derivative pricing and weather risk management are presented.

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Literature
go back to reference Alaton P, Djehince B, Stillberg D (2002) On modelling and pricing weather derivatives. Appl Math Finance 9:1–20CrossRef Alaton P, Djehince B, Stillberg D (2002) On modelling and pricing weather derivatives. Appl Math Finance 9:1–20CrossRef
go back to reference Banks E (ed) (2002) Weather risk management: markets, products and applications. Finance and Capital Markets/Palgrave Macmillan, Basingstoke Banks E (ed) (2002) Weather risk management: markets, products and applications. Finance and Capital Markets/Palgrave Macmillan, Basingstoke
go back to reference Bourchtein A (2005) Semi-Langranian implicit-explicit two-time-level scheme for numerical weather prediction. In: Sunderam VS, van Albada GD, Sloot PMA, Dongarra JJ (eds) 5th international conference computational science ICCS 2005, Springer, Atlanta, 22–25 May 2005, p 1089 Bourchtein A (2005) Semi-Langranian implicit-explicit two-time-level scheme for numerical weather prediction. In: Sunderam VS, van Albada GD, Sloot PMA, Dongarra JJ (eds) 5th international conference computational science ICCS 2005, Springer, Atlanta, 22–25 May 2005, p 1089
go back to reference Lynch P (2008) The origins of computer weather prediction and climate modeling. J Comput Phys 227(7):3431–3444CrossRef Lynch P (2008) The origins of computer weather prediction and climate modeling. J Comput Phys 227(7):3431–3444CrossRef
go back to reference Michalakes J, Chen S, Dudhia J, Hart L, Klemp J, Middlecoff J, Skamarock W (2000) Development of next-generation regional weatehr research and forecast model. In: Zwieflhofer W, Kreitz N (eds) 9th ECMWF workshop on the use of high performance computing in meteorology, Reading, 13–17 Nov 2000. Developments in teracomputing Michalakes J, Chen S, Dudhia J, Hart L, Klemp J, Middlecoff J, Skamarock W (2000) Development of next-generation regional weatehr research and forecast model. In: Zwieflhofer W, Kreitz N (eds) 9th ECMWF workshop on the use of high performance computing in meteorology, Reading, 13–17 Nov 2000. Developments in teracomputing
go back to reference Pielke RA (ed) (2002) Mesoscale meteorological modeling, vol 78. Academic, San Diego Pielke RA (ed) (2002) Mesoscale meteorological modeling, vol 78. Academic, San Diego
go back to reference Strikwerda JC (2004) Finite difference schemes and partial differential equations. SIAM, USACrossRef Strikwerda JC (2004) Finite difference schemes and partial differential equations. SIAM, USACrossRef
go back to reference Taylor JW, Buizza R (2002) Neural network load forecasting with weather ensemble predictions. IEEE Trans Power Syst 17(3):626–632CrossRef Taylor JW, Buizza R (2002) Neural network load forecasting with weather ensemble predictions. IEEE Trans Power Syst 17(3):626–632CrossRef
go back to reference Taylor JW, Buizza R (2004) A comparison of temperature density forecasts from GARCH and atmospheric models. J Forecasting 23:337–355CrossRef Taylor JW, Buizza R (2004) A comparison of temperature density forecasts from GARCH and atmospheric models. J Forecasting 23:337–355CrossRef
go back to reference Taylor JW, Buizza R (2006) Density forecasting for weather derivative pricing. Int J Forecasting 22:29–42CrossRef Taylor JW, Buizza R (2006) Density forecasting for weather derivative pricing. Int J Forecasting 22:29–42CrossRef
go back to reference Zeng L (2000b) Weather derivatives and weather insurance: concept, application and analysis. Bull Am Meteorol Soc 81(9):2075–2082CrossRef Zeng L (2000b) Weather derivatives and weather insurance: concept, application and analysis. Bull Am Meteorol Soc 81(9):2075–2082CrossRef
Metadata
Title
Using Meteorological Forecasts for Improving Weather Derivative Pricing
Authors
Antonis K. Alexandridis
Achilleas D. Zapranis
Copyright Year
2013
Publisher
Springer New York
DOI
https://doi.org/10.1007/978-1-4614-6071-8_7