Modelling energy forward prices
The main purpose of the paper is to present, how derivatives valuing methodology, known from financial and commodities markets, can be applied to the electricity market. We compare an application of three recent models. We start with the convenience yield approach, then we analyse the application of the interest rates methodology, proposed by Hinz et al. (2005). Finally, the last approach built by Bjerksund et al (2000) on direct modelling of the forward price dynamics is discussed. We also calibrate the theoretical models to the Nord Pool market data. The empirical analysis shows how these models can be used for evaluation of options prices. Moreover, data study gives an evidence of the seasonal term structure of the returns variance.
|Date of creation:||2008|
|Date of revision:|
|Publication status:||Published in the Proceedings of EEM08 (doi:10.1109/EEM.2008.4579020).|
|Contact details of provider:|| Postal: Wybrzeze Wyspianskiego 27, 50-370 Wroclaw|
Web page: http://prac.im.pwr.wroc.pl/~hugo
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- Geman, Hélyette, 2005. "Commodities and commodity derivatives : modeling and pricing for agriculturals, metals and energy," Economics Papers from University Paris Dauphine 123456789/607, Paris Dauphine University.
- Ewa Broszkiewicz-Suwaj & Aleksander Weron, 2005. "Calibration of the multifactor HJM model for energy market," HSC Research Reports HSC/05/03, Hugo Steinhaus Center, Wroclaw University of Technology.
- Les Clewlow & Chris Strickland, 1999. "Valuing Energy Options in a One Factor Model Fitted to Forward Prices," Research Paper Series 10, Quantitative Finance Research Centre, University of Technology, Sydney.
- Rafal Weron, 2006. "Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach," HSC Books, Hugo Steinhaus Center, Wroclaw University of Technology, number hsbook0601.
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