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A New Approach to Measure Volatility in Energy Markets.

Authors :
Ruiz, Mar&iaccute;a del Carmen
Guillam&oaccute;n, Antonio
Gabald&oaccute;n, Antonio
Source :
Entropy; Mar2012, Vol. 14 Issue 1, p74-91, 18p, 3 Charts, 12 Graphs
Publication Year :
2012

Abstract

Several measures of volatility have been developed in order to quantify the degree of uncertainty of an energy price series, which include historical volatility and price velocities, among others. This paper suggests using the permutation entropy, topological entropy and the modified permutation entropy as alternatives to measure volatility in energy markets. Simulated data show that these measures are more appropriate to quantify the uncertainty associated to a time series than those based on the standard deviation or other measures of dispersion. Finally, the proposed method is applied to some typical electricity markets: Nord Pool, Ontario, Omel and four Australian markets. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10994300
Volume :
14
Issue :
1
Database :
Complementary Index
Journal :
Entropy
Publication Type :
Academic Journal
Accession number :
70871726
Full Text :
https://doi.org/10.3390/e14010074