Pricing electricity derivatives within a Markov regime-switching model
Joanna Janczura

TL;DR
This paper develops analytical formulas for pricing electricity derivatives using a 3-regime Markov model with spikes and drops, incorporating risk premiums due to non-storability, and applies it to EEX market data.
Contribution
It introduces a novel 3-regime Markov switching model for electricity prices and derives analytical pricing formulas for derivatives considering risk premiums.
Findings
Model accurately fits EEX spot prices
Derived explicit formulas for European options and forward prices
Validated pricing approach with market data
Abstract
In this paper analytic formulas for electricity derivatives are calculated. To this end, we assume that electricity spot prices follow a 3-regime Markov regime-switching model with independent spikes and drops and periodic transition matrix. Since the classical derivatives pricing methodology cannot be used in case of non-storable commodities, we employ the concept of the risk premium. The obtained theoretical results are then used for the European Energy Exchange (EEX) market data. The 3-regime model is calibrated to the spot electricity prices. Next, the risk premium is derived and used to calculate prices of European options written on spot, as well as, forward prices.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsStochastic processes and financial applications · Electric Power System Optimization · Market Dynamics and Volatility
