Jumps and jolts: A continuous-time model for electricity future contract pricing

IF 4.5 4区 经济学 Q1 BUSINESS, FINANCE
Journal of Commodity Markets Pub Date : 2026-03-01 Epub Date: 2025-12-31 DOI:10.1016/j.jcomm.2025.100535
Pedro Gavronski , Alan De Genaro
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引用次数: 0

Abstract

This paper develops a continuous-time framework for pricing electricity future contracts that addresses key limitations of traditional models, particularly their inability to capture price spikes and shifts in hedging behavior. The proposed model incorporates both jump components and a time-varying drift to reflect dynamic changes in supply and demand for hedging. Additionally, correlated Brownian motions are included to capture common shocks across contracts with different delivery periods. Model parameters are estimated using the generalized method of moments (GMM) on daily settlement data from the Norwegian power market. Monte Carlo simulations confirm the consistency and robustness of the estimators. Out-of-sample forecasting exercises demonstrate superior predictive performance relative to standard ARMA-GARCH benchmarks. The results underscore the model’s practical relevance for traders and risk managers engaged in electricity portfolio management.
跳跃与震荡:电力未来合约定价的连续时间模型
本文开发了一个电力期货合约定价的连续时间框架,解决了传统模型的主要局限性,特别是它们无法捕捉价格飙升和对冲行为的变化。所提出的模型包含跳跃分量和时变漂移,以反映对冲供需的动态变化。此外,包括相关的布朗运动,以捕捉不同交割期合同的共同冲击。采用广义矩量法(GMM)对挪威电力市场日结算数据进行模型参数估计。蒙特卡罗仿真验证了估计量的一致性和鲁棒性。相对于标准ARMA-GARCH基准,样本外预测练习显示出优越的预测性能。结果强调了该模型对从事电力投资组合管理的交易者和风险管理人员的实际意义。
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来源期刊
CiteScore
5.70
自引率
2.40%
发文量
53
期刊介绍: The purpose of the journal is also to stimulate international dialog among academics, industry participants, traders, investors, and policymakers with mutual interests in commodity markets. The mandate for the journal is to present ongoing work within commodity economics and finance. Topics can be related to financialization of commodity markets; pricing, hedging, and risk analysis of commodity derivatives; risk premia in commodity markets; real option analysis for commodity project investment and production; portfolio allocation including commodities; forecasting in commodity markets; corporate finance for commodity-exposed corporations; econometric/statistical analysis of commodity markets; organization of commodity markets; regulation of commodity markets; local and global commodity trading; and commodity supply chains. Commodity markets in this context are energy markets (including renewables), metal markets, mineral markets, agricultural markets, livestock and fish markets, markets for weather derivatives, emission markets, shipping markets, water, and related markets. This interdisciplinary and trans-disciplinary journal will cover all commodity markets and is thus relevant for a broad audience. Commodity markets are not only of academic interest but also highly relevant for many practitioners, including asset managers, industrial managers, investment bankers, risk managers, and also policymakers in governments, central banks, and supranational institutions.
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