{"title":"用随机朗格万方程建模电价","authors":"Markus Hess","doi":"10.1007/s10690-024-09508-0","DOIUrl":null,"url":null,"abstract":"<div><p>In this paper, we present an arithmetic electricity spot price model based on generalized Langevin equations. In this setup, we investigate electricity forward pricing under future information modeled by initially enlarged filtrations. Hence, our model not only accounts for memory effects via the involved retarded Langevin equations, but also incorporates forward-looking information on future price behavior via the appearing enlarged filtrations. We also treat the pricing of options written on anticipative electricity forwards. We finally derive the optimal mean variance hedging portfolio for an electricity market insider having knowledge of future price behavior.</p></div>","PeriodicalId":54095,"journal":{"name":"Asia-Pacific Financial Markets","volume":"33 1","pages":"315 - 346"},"PeriodicalIF":2.6000,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10690-024-09508-0.pdf","citationCount":"0","resultStr":"{\"title\":\"Modeling Electricity Prices with Stochastic Langevin Equations\",\"authors\":\"Markus Hess\",\"doi\":\"10.1007/s10690-024-09508-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>In this paper, we present an arithmetic electricity spot price model based on generalized Langevin equations. In this setup, we investigate electricity forward pricing under future information modeled by initially enlarged filtrations. Hence, our model not only accounts for memory effects via the involved retarded Langevin equations, but also incorporates forward-looking information on future price behavior via the appearing enlarged filtrations. We also treat the pricing of options written on anticipative electricity forwards. We finally derive the optimal mean variance hedging portfolio for an electricity market insider having knowledge of future price behavior.</p></div>\",\"PeriodicalId\":54095,\"journal\":{\"name\":\"Asia-Pacific Financial Markets\",\"volume\":\"33 1\",\"pages\":\"315 - 346\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-03-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://link.springer.com/content/pdf/10.1007/s10690-024-09508-0.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Asia-Pacific Financial Markets\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s10690-024-09508-0\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Asia-Pacific Financial Markets","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.1007/s10690-024-09508-0","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
Modeling Electricity Prices with Stochastic Langevin Equations
In this paper, we present an arithmetic electricity spot price model based on generalized Langevin equations. In this setup, we investigate electricity forward pricing under future information modeled by initially enlarged filtrations. Hence, our model not only accounts for memory effects via the involved retarded Langevin equations, but also incorporates forward-looking information on future price behavior via the appearing enlarged filtrations. We also treat the pricing of options written on anticipative electricity forwards. We finally derive the optimal mean variance hedging portfolio for an electricity market insider having knowledge of future price behavior.
期刊介绍:
The current remarkable growth in the Asia-Pacific financial markets is certain to continue. These markets are expected to play a further important role in the world capital markets for investment and risk management. In accordance with this development, Asia-Pacific Financial Markets (formerly Financial Engineering and the Japanese Markets), the official journal of the Japanese Association of Financial Econometrics and Engineering (JAFEE), is expected to provide an international forum for researchers and practitioners in academia, industry, and government, who engage in empirical and/or theoretical research into the financial markets. We invite submission of quality papers on all aspects of finance and financial engineering.
Here we interpret the term ''financial engineering'' broadly enough to cover such topics as financial time series, portfolio analysis, global asset allocation, trading strategy for investment, optimization methods, macro monetary economic analysis and pricing models for various financial assets including derivatives We stress that purely theoretical papers, as well as empirical studies that use Asia-Pacific market data, are welcome.
Officially cited as: Asia-Pac Financ Markets