Electricity forward curves with thin granularity: Theory and empirical evidence in the hourly EPEXspot market

Ruggero Caldana, Gianluca FUSAI, Andrea Roncoroni

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Abstract

We propose a constructive definition of electricity forward price curve with cross-sectional timescales featuring hourly frequency on. The curve is jointly consistent with both risk-neutral market information represented by baseload and peakload futures quotes, and historical market information, as mirrored by periodical patterns exhibited by the time series of day-ahead prices. From a methodological standpoint, we combine nonparametric filtering with monotone convex interpolation such that the resulting forward curve is pathwise smooth and monotonic, cross-sectionally stable, and time local. From an empirical standpoint, we exhibit these features in the context of EPEX Spot and EEX Derivative markets. We perform a backtesting analysis to assess the relative quality of our forward curve estimate compared to the benchmark market model of Benth, Koekebakker, and Ollmar (2007).
Lingua originaleInglese
pagine (da-a)715-734
Numero di pagine20
RivistaEuropean Journal of Operational Research
Volume261
Numero di pubblicazione2
DOI
Stato di pubblicazionePubblicato - 2017

Keywords

  • Electricity markets
  • Energy finance
  • Forward curve construction
  • Forward pricing
  • Information Systems and Management
  • Management Science and Operations Research
  • Modeling and Simulation

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