Assessing the impact of renewable energy sources on the electricity price level and variability - a Quantile Regression approach
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- Maciejowska, Katarzyna, 2020. "Assessing the impact of renewable energy sources on the electricity price level and variability – A quantile regression approach," Energy Economics, Elsevier, vol. 85(C).
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- Koenker, Roger & Xiao, Zhijie, 2006. "Quantile Autoregression," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 980-990, September.
- Cludius, Johanna & Hermann, Hauke & Matthes, Felix Chr. & Graichen, Verena, 2014. "The merit order effect of wind and photovoltaic electricity generation in Germany 2008–2016: Estimation and distributional implications," Energy Economics, Elsevier, vol. 44(C), pages 302-313.
- Lars Ivar Hagfors & Hilde Hørthe Kamperud & Florentina Paraschiv & Marcel Prokopczuk & Alma Sator & Sjur Westgaard, 2016.
"Prediction of extreme price occurrences in the German day-ahead electricity market,"
Quantitative Finance, Taylor & Francis Journals, vol. 16(12), pages 1929-1948, December.
- Hagfors, Lars Ivar & Kamperud , Hilde Horthe & Paraschiv, Florentina & Prokopczuk, Marcel & Sator, Alma & Westgaard, Sjur, 2016. "Prediction of Extreme Price Occurrences in the German Day-ahead Electricity Market," Working Papers on Finance 1622, University of St. Gallen, School of Finance.
- Li, Z. & Hurn, A.S. & Clements, A.E., 2017. "Forecasting quantiles of day-ahead electricity load," Energy Economics, Elsevier, vol. 67(C), pages 60-71.
- Fitzenberger, Bernd, 1998. "The moving blocks bootstrap and robust inference for linear least squares and quantile regressions," Journal of Econometrics, Elsevier, vol. 82(2), pages 235-287, February.
- Hammoudeh, Shawkat & Nguyen, Duc Khuong & Sousa, Ricardo M., 2014.
"Energy prices and CO2 emission allowance prices: A quantile regression approach,"
Energy Policy, Elsevier, vol. 70(C), pages 201-206.
- Shawkat Hammoudeh & Amine Lahiani & Duc Khuong Nguyen & Ricardo M. Sousa, 2014. "Energy prices and CO2 emission allowance prices: A quantile regression approach," NIPE Working Papers 06/2014, NIPE - Universidade do Minho.
- Shawkat Hammoudeh & Duc Khuong Nguyen & Ricardo M. Sousa, 2014. "Energy prices and CO2 emission allowance prices: A quantile regression approach," Working Papers 2014-185, Department of Research, Ipag Business School.
- Ketterer, Janina C., 2014.
"The impact of wind power generation on the electricity price in Germany,"
Energy Economics, Elsevier, vol. 44(C), pages 270-280.
- Janina Ketterer, 2012. "The Impact of Wind Power Generation on the Electricity Price in Germany," ifo Working Paper Series 143, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
- Gelabert, Liliana & Labandeira, Xavier & Linares, Pedro, 2011. "An ex-post analysis of the effect of renewables and cogeneration on Spanish electricity prices," Energy Economics, Elsevier, vol. 33(S1), pages 59-65.
- Tomasz Serafin & Bartosz Uniejewski & Rafał Weron, 2019.
"Averaging Predictive Distributions Across Calibration Windows for Day-Ahead Electricity Price Forecasting,"
Energies, MDPI, vol. 12(13), pages 1-12, July.
- Tomasz Serafin & Bartosz Uniejewski & Rafal Weron, 2019. "Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting," WORking papers in Management Science (WORMS) WORMS/19/08, Department of Operations Research and Business Intelligence, Wroclaw University of Science and Technology, revised 06 Jul 2019.
- Woo, C.K. & Horowitz, I. & Moore, J. & Pacheco, A., 2011. "The impact of wind generation on the electricity spot-market price level and variance: The Texas experience," Energy Policy, Elsevier, vol. 39(7), pages 3939-3944, July.
- Hagfors, Lars Ivar & Bunn, Derek & Kristoffersen, Eline & Staver, Tiril Toftdahl & Westgaard, Sjur, 2016. "Modeling the UK electricity price distributions using quantile regression," Energy, Elsevier, vol. 102(C), pages 231-243.
- Clò, Stefano & Cataldi, Alessandra & Zoppoli, Pietro, 2015.
"The merit-order effect in the Italian power market: The impact of solar and wind generation on national wholesale electricity prices,"
Energy Policy, Elsevier, vol. 77(C), pages 79-88.
- Alessandra Cataldi & Stefano Clò & Pietro Zoppoli, 2014. "The merit-order effect in the Italian Power Market: the impact of solar and wind generation on national wholesale electricity prices," Working Papers 9, Department of the Treasury, Ministry of the Economy and of Finance.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Maciejowska, Katarzyna & Nowotarski, Jakub & Weron, Rafał, 2016.
"Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging,"
International Journal of Forecasting, Elsevier, vol. 32(3), pages 957-965.
- Katarzyna Maciejowska & Jakub Nowotarski & Rafal Weron, 2014. "Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging," HSC Research Reports HSC/14/09, Hugo Steinhaus Center, Wroclaw University of Technology.
- Jakub Nowotarski & Rafał Weron, 2015.
"Computing electricity spot price prediction intervals using quantile regression and forecast averaging,"
Computational Statistics, Springer, vol. 30(3), pages 791-803, September.
- Jakub Nowotarski & Rafal Weron, 2013. "Computing electricity spot price prediction intervals using quantile regression and forecast averaging," HSC Research Reports HSC/13/12, Hugo Steinhaus Center, Wroclaw University of Technology.
- Karl Frauendorfer & Florentina Paraschiv & Michael Schürle, 2018. "Cross-Border Effects on Swiss Electricity Prices in the Light of the Energy Transition," Energies, MDPI, vol. 11(9), pages 1-30, August.
- Angelica Gianfreda & Derek Bunn, 2018. "A Stochastic Latent Moment Model for Electricity Price Formation," BEMPS - Bozen Economics & Management Paper Series BEMPS46, Faculty of Economics and Management at the Free University of Bozen.
- Woo, C.K. & Moore, J. & Schneiderman, B. & Ho, T. & Olson, A. & Alagappan, L. & Chawla, K. & Toyama, N. & Zarnikau, J., 2016. "Merit-order effects of renewable energy and price divergence in California’s day-ahead and real-time electricity markets," Energy Policy, Elsevier, vol. 92(C), pages 299-312.
- Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
- Paraschiv, Florentina & Erni, David & Pietsch, Ralf, 2014. "The impact of renewable energies on EEX day-ahead electricity prices," Energy Policy, Elsevier, vol. 73(C), pages 196-210.
- Rintamäki, Tuomas & Siddiqui, Afzal S. & Salo, Ahti, 2017. "Does renewable energy generation decrease the volatility of electricity prices? An analysis of Denmark and Germany," Energy Economics, Elsevier, vol. 62(C), pages 270-282.
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More about this item
Keywords
Electricity prices; Quantile regression; Merit order effect; Price variability;All these keywords.
JEL classification:
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ENE-2019-07-29 (Energy Economics)
- NEP-REG-2019-07-29 (Regulation)
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