Povh, Martin and Fleten, Stein-Erik (2009): Modeling long-term electricity forward prices.
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Abstract
In contrast to forwards and futures on storable commodities, prices of long-term electricity forwards exhibit a dynamics different to that of short-term and mid-term prices. We model long-term electricity forward prices through demand and supply for electricity, adjusted with a risk premium. Long-term prices of electricity, oil, coal, natural gas, emission allowance, imported electricity and aluminum are modeled with a vector autoregressive model. To estimate the model we use weekly prices of far-maturity forwards relevant for Nordic electricity market. Electricity prices experienced few substantial shocks during the period analyzed, however, we found no evidence of a structural break. Cointegration analysis indicates two stationary cointegrating vectors. Nord Pool price is found significant in the short- and the long-run model, while the gas price is insignificant in both. Other variables are significant only in the long-run model. The model shows some influence of the risk premium, however not on the long-term electricity forwards at Nord Pool.
Item Type: | MPRA Paper |
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Original Title: | Modeling long-term electricity forward prices |
Language: | English |
Keywords: | Electricity prices; long-term forward prices; VAR modeling; cointegration |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G13 - Contingent Pricing ; Futures Pricing Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy C - Mathematical and Quantitative Methods > C0 - General > C01 - Econometrics |
Item ID: | 13162 |
Depositing User: | Stein-Erik Fleten |
Date Deposited: | 04 Feb 2009 14:51 |
Last Modified: | 27 Sep 2019 16:51 |
References: | [1] S. Koekebakker and F. Ollmar, “Forward curve dynamics in the Nordic electricity market,” Managerial Finance, vol. 31, no. 6, pp. 74-95, 2005. [2] A. K. Dixit and R. S. Pindyck, Investment under uncertainty, New Jersey, Princeton: Princeton University Press, 1994. [3] J. A. Bloom and L. Charney, “Long range generation planning with limited energy and storage plants, part I: production costing,” IEEE Trans. on Pow. App. And Sys., vol. PAS-102, no. 9, pp. 2861-2870, 1983. [4] S. A. McCusker, B. F. Hobbs and Y. Ji, “Distributed utility planning using probabilistic production costing and generalized Benders decomposition,” IEEE Trans. on Power Systems, vol. 17. no. 2, pp. 497-505, 2002. [5] A. Eydeland and K. Wolyniec, Energy and power risk management, Chichester: John Wiley & Sons, 2003, ch. 7. [6] P. L. Skantze, M. Ilic, A. Gubina, “Modeling locational price spreads in competitive electricity markets: applications for transmission rights valuation and replication,” IMA J. of Management Mathematics, vol. 15, pp. 291-319, 2004. [7] E. S. Schwartz, “The Stochastic Behavior of Commodity Prices: Implications for Valuation and Hedging,” J. of Finance, vol. 52, pp. 923-973, 1997. [8] V. Niemeyer, “Forecasting long-term electric price volatility for valuation of real power options,” in Proc. of the 33rd Annual Hawaii International Conference on System Sciences, Hawaii, 2000. [9] R. L. McDonald, Derivatives Markets (Second Edition), Boston, MA, Addison-Wesley Series in Finance, 2006, pp. 72. [10] S. Wilkens and J. Wimschulte, “The pricing of electricity futures: Evidence from the European energy exchange. Journal of Futures Markets, vol. 27, no. 4, pp. 387-410, 2007. [11] H. Bessembinder and M. L. Lemmon, “Equilibrium pricing and optimal hedging in electricity forward markets,” J. of Finance, vol. 57, no. 3, pp. 1347–1382, 2002. [12] F. Longstaff and A. Wang, “Electricity forward prices: A high-frequency empirical analysis,” J of Finance, vol. 59, no. 4, pp. 1877-1900, 2004. [13] F. Ollmar, “Empirical study of the risk premium in an electricity market,” Norwegian School of Economics and Business Administration Working Paper. 2003. [14] P. Diko, S. Lawford and V. Limpens, "Risk Premia in Electricity Forward Prices," Studies in Nonlinear Dynamics & Econometrics, Vol. 10, no. 3, pp. 1358-1358, 2006. [15] G. Chow, “Tests on Equality between sets of coefficients in two linear regressions”, Econometrica, vol. 28, no. 3, pp. 591-605,1960. [16] S. Johansen, “Statistical Analysis of Cointegrating Vectors,” Journal of Economic Dynamics and Control, vol.12, no. 2/3, pp-231-254, 1988. [17] K. Juselius, The Cointegrated VAR model: Methodology and Aplications, Oxford, Oxford University Press, 2006. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/13162 |