TY - JOUR
T1 - Electricity forward curves with thin granularity: Theory and empirical evidence in the hourly EPEXspot market
AU - Caldana, Ruggero
AU - FUSAI, Gianluca
AU - Roncoroni, Andrea
N1 - Publisher Copyright:
© 2017 Elsevier B.V.
PY - 2017
Y1 - 2017
N2 - 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).
AB - 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).
KW - Electricity markets
KW - Energy finance
KW - Forward curve construction
KW - Forward pricing
KW - Information Systems and Management
KW - Management Science and Operations Research
KW - Modeling and Simulation
KW - Electricity markets
KW - Energy finance
KW - Forward curve construction
KW - Forward pricing
KW - Information Systems and Management
KW - Management Science and Operations Research
KW - Modeling and Simulation
UR - https://iris.uniupo.it/handle/11579/94982
U2 - 10.1016/j.ejor.2017.02.016
DO - 10.1016/j.ejor.2017.02.016
M3 - Article
SN - 0377-2217
VL - 261
SP - 715
EP - 734
JO - European Journal of Operational Research
JF - European Journal of Operational Research
IS - 2
ER -