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A New Approach to Measure Volatility in Energy Markets
AbstractSeveral 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.
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Ruiz, M.C.; Guillamón, A.; Gabaldón, A. A New Approach to Measure Volatility in Energy Markets. Entropy 2012, 14, 74-91.View more citation formats
Ruiz MC, Guillamón A, Gabaldón A. A New Approach to Measure Volatility in Energy Markets. Entropy. 2012; 14(1):74-91.Chicago/Turabian Style
Ruiz, María del Carmen; Guillamón, Antonio; Gabaldón, Antonio. 2012. "A New Approach to Measure Volatility in Energy Markets." Entropy 14, no. 1: 74-91.