Statistical analysis of model risk concerning temperature residuals and its impact on pricing weather derivatives

Alaton, 2002, On modelling and pricing weather derivatives, Applied Mathematical Finance, 9, 1, 10.1080/13504860210132897 Barrieu, 2002, Optimal design of weather derivatives, ALGO Research, 5 Benth, 2005, Stochastic modelling of temperature variations with a view towards weather derivatives, Applied Mathematical Finance, 12, 53, 10.1080/1350486042000271638 Benth, F., Saltyte Benth, J., 2005b. The volatility of temperature and pricing of weather derivatives. Working paper, University of Oslo. Brody, 2002, Dynamical pricing of weather derivatives, Quantitative Finance, 3, 189, 10.1088/1469-7688/2/3/302 Campbell, 2005, Weather forecasting for weather derivatives, American Statistical Association, 100, 6, 10.1198/016214504000001051 Cao, 2004, Weather derivatives valuation and market price of weather risk, The Journal of Future Markets, 24, 1065, 10.1002/fut.20122 Davis, 2001, Pricing weather derivatives by marginal value, Quantitative Finance, 1, 305, 10.1080/713665730 Gerber, 1994, Option pricing by Esscher transforms, Transactions of the Society of Actuaries, 46 Härdle, W., López, B., Implied market price of weather risk, Humboldt University, Discussion Paper, 2009, pp. 1–39. Hamisultane, 2007, Extracting information from the market to price theweather derivatives, ICFAI Journal of Derivatives Markets, 4, 17 Huang, 2008, HDD and CDD option pricing with market price of weather risk for Taiwan, The Journal of Futures Markets, 28, 790, 10.1002/fut.20337 Jewson, 2005 Kaas, 2001 Moosbrucker, T., Copulas from infinitely divisible distributions: applications to credit value at risk, Working paper, University of Koeln, 2006. Mraoua, 2007, Temperature stochastic modelling and weather derivatives pricing: empirical study with moroccan data, Afrika Statistika, 2, 22 Roustand, O., Laurent, J.P., Bay, X., Carraro, L., Model risk in the pricing of weather derivatives, Ecole des Mines, Saint–Etienne and Ecole ISFA, Villeurbanne, September 2003. Schoutens, 2003, Levy processes in finance: pricing financial derivatives, Wiley Series in Probability and Statistics, 10.1002/0470870230 Taylor, 2006, Density forecasting for weather derivative pricing, International Journal of Forecasting, 22, 29, 10.1016/j.ijforecast.2005.05.004 Viel, J., Connor, T., 2010. A stochastic daily mean temperature model for weather derivatives. Working paper. Zapranis, 2009, Weather derivatives pricing: modeling the seasonal residual variance of an Ornstein–Uhlenbeck temperature process with neural networks, Neurocomputing, 73, 37, 10.1016/j.neucom.2009.01.018