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Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
Bernhardt, C.,Klüppelberg, C., Meyer-Brandis, T.
Titel:
Estimating high quantiles for electricity prices by stable linear models
Abstract:
We estimate conditional and unconditional high quantiles for electricity spot prices based on a linear model with stable innovations. This approach captures the impressive peaks in such data and, as a four-parametric family captures also the asymmetry in the innovations. Moreover, it allows for explicit formulas of quantiles, which can then be calculated recursively from day to day. We also prove that conditional quantiles of step h ε N converge for h→∞ to the corresponding unconditional quanti...     »
Stichworte:
ARMA model, electricity prices, high quantile, linear model, stable distribution
Zeitschriftentitel:
Journal of Energy Markets
Jahr:
2008
Band / Volume:
1
Heft / Issue:
1
Seitenangaben Beitrag:
3-19
Reviewed:
ja
Sprache:
en
WWW:
http://www.risk.net/journal-of-energy-markets/technical-paper/2160789/estimating-quantiles-electricity-prices-stable-linear-models
Status:
Verlagsversion / published
Semester:
SS 08
Format:
Text
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