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An Empirical Examination of Deregulated Electricity Prices


Christopher R. Knittel


Massachusetts Institute of Technology (MIT) - Sloan School of Management; National Bureau of Economic Research (NBER)

Michael R. Roberts


The Wharton School - University of Pennsylvania; National Bureau of Economic Research (NBER)

October 30, 2001

POWER Working Paper No. PWP-087

Abstract:     
In this paper, we present an empirical analysis of deregulated electricity prices. We begin by examining the distributional and temporal properties of the price process in a non-parametric framework. This analysis is followed by comparing the forecasting ability of several different statistical models. The findings reveal several characteristics unique to electricity prices, including deterministic components of the series at different frequencies and a high degree of persistence in the price level. An "inverse leverage effect" is also found, where positive shocks to the price series result in larger increases in volatility than negative shocks. Results consistent with other asset prices, such as time-varying volatility are also uncovered. We find that existing financial models of asset prices fail to forecast the extremely erratic nature of electricity prices. Non-Markovian specifications, in conjunction with exogenous information (e.g. weather), are a necessary starting point for practical applications, such as security pricing.

Number of Pages in PDF File: 42

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Date posted: December 19, 2001  

Suggested Citation

Knittel, Christopher R. and Roberts, Michael R., An Empirical Examination of Deregulated Electricity Prices (October 30, 2001). POWER Working Paper No. PWP-087. Available at SSRN: http://ssrn.com/abstract=294382 or http://dx.doi.org/10.2139/ssrn.294382

Contact Information

Christopher R. Knittel (Contact Author)
Massachusetts Institute of Technology (MIT) - Sloan School of Management ( email )
77 Massachusetts Ave.
E62-369
Cambridge, MA 02142
United States
National Bureau of Economic Research (NBER)
1050 Massachusetts Avenue
Cambridge, MA 02138
United States
Michael R. Roberts
The Wharton School - University of Pennsylvania; National Bureau of Economic Research (NBER) ( email )
3620 Locust Walk, #2320
Philadelphia, PA 19104-6365
United States
(215) 573-9780 (Phone)
HOME PAGE: http://finance.wharton.upenn.edu/~mrrobert/
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