The Stability of Electricity Prices: Estimation and Inference of the Lyapunov Exponents
Bank of Finland - Research
Ball State University - Department of Economics
Göteborg University - Department of Economics and Statistics
Bank of Finland Research Discussion Paper No. 9/2006
The aim of this paper is to illustrate how the stability of a stochastic dynamic system is measured using the Lyapunov exponents. Specifically, we use a feedforward neural network to estimate these exponents as well as asymptotic results for this estimator to test for unstable (chaotic) dynamics. The data set used is spot electricity prices from the Nordic power exchange market. Nord Pool, and the dynamic system that generates these prices appears to be chaotic in one case.
Number of Pages in PDF File: 23
Keywords: feedforward neural network, Nord Pool, Lyapunov exponents, spot electricity prices, stochastic dynamic system
JEL Classification: C12, C14, C22working papers series
Date posted: October 2, 2007
© 2015 Social Science Electronic Publishing, Inc. All Rights Reserved.
This page was processed by apollo5 in 0.360 seconds