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  • Search: subject:"quantile loss function"
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Year of publication
Subject
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Backtesting 1 Core 1 Estimation theory 1 Forecasting model 1 GARCH estimation 1 Huber and quantile loss function 1 Prognoseverfahren 1 Quantile Loss Function 1 Robust statistics 1 Robustes Verfahren 1 Schätztheorie 1 Solar energy 1 Sonnenenergie 1 Value at Risk 1 Volatility forecasting 1 check function 1 continuous ranked probability score 1 density forecasting 1 global solar radiation 1 mixture kernels 1 quantile forecasting 1 quantile loss function 1 quantile regression 1 reproducing kernel Hilbert space 1 robust estimation 1 wind power forecasting 1 wind power variability 1
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Online availability
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Free 2 Undetermined 1
Type of publication
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Article 2 Book / Working Paper 1
Type of publication (narrower categories)
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Article in journal 1 Aufsatz in Zeitschrift 1
Language
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Undetermined 2 English 1
Author
All
Anastasiades, Georgios 1 Angelidis, Timotheos 1 Benos, Alexandros 1 Degiannakis, Stavros 1 Jiang, He 1 McSharry, Patrick 1
Institution
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Department of Economics, University of Peloponnese 1
Published in...
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Energies 1 Journal of forecasting 1 Working Papers / Department of Economics, University of Peloponnese 1
Source
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RePEc 2 ECONIS (ZBW) 1
Showing 1 - 3 of 3
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Forecasting global solar radiation using a robust regularization approach with mixture kernels
Jiang, He - In: Journal of forecasting 42 (2023) 8, pp. 1989-2010
Persistent link: https://www.econbiz.de/10014432828
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Quantile Forecasting of Wind Power Using Variability Indices
Anastasiades, Georgios; McSharry, Patrick - In: Energies 6 (2013) 2, pp. 662-695
Wind power forecasting techniques have received substantial attention recently due to the increasing penetration of wind energy in national power systems. While the initial focus has been on point forecasts, the need to quantify forecast uncertainty and communicate the risk of extreme ramp...
Persistent link: https://www.econbiz.de/10010668185
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The Use of GARCH Models in VaR Estimation
Angelidis, Timotheos; Benos, Alexandros; Degiannakis, … - Department of Economics, University of Peloponnese - 2010
We evaluate the performance of an extensive family of ARCH models in modelling daily Value-at-Risk (VaR) of perfectly diversified portfolios in five stock indices, using a number of distributional assumptions and sample sizes. We find, first, that leptokurtic distributions are able to produce...
Persistent link: https://www.econbiz.de/10008562389
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