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  • Search: subject:"probabilistic forecasting"
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Year of publication
Subject
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Forecasting model 67 Prognoseverfahren 67 Probabilistic forecasting 59 Theorie 50 Theory 50 Forecast 43 Prognose 43 Probability theory 28 Wahrscheinlichkeitsrechnung 28 probabilistic forecasting 28 Energieprognose 20 Energy forecast 20 Regression analysis 15 Time series analysis 15 Zeitreihenanalyse 15 Regressionsanalyse 14 Wind energy 13 Electricity price 12 Strompreis 12 Windenergie 12 Quantile regression 10 Electric power industry 9 Elektrizitätswirtschaft 9 Statistical distribution 9 Statistische Verteilung 9 Electricity 8 Elektrizität 8 Estimation theory 8 Schätztheorie 8 Neural networks 7 Neuronale Netze 7 Probabilistic Forecasting 7 Estimation 6 Schätzung 6 extended logistic regression 6 Electricity spot price 5 Forecasts combination 5 Load forecasting 5 Deep learning 4 Demand 4
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Online availability
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Undetermined 56 Free 39 CC license 1
Type of publication
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Article 64 Book / Working Paper 32
Type of publication (narrower categories)
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Article in journal 52 Aufsatz in Zeitschrift 52 Working Paper 23 Graue Literatur 16 Non-commercial literature 16 Arbeitspapier 15 Article 2 Hochschulschrift 1
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Language
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English 79 Undetermined 17
Author
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Zeileis, Achim 12 Messner, Jakob W. 10 Mayr, Georg J. 9 Ziel, Florian 8 Nowotarski, Jakub 6 Wilks, Daniel S. 6 Maciejowska, Katarzyna 5 Martin, Gael M. 5 Hong, Tao 4 Hyndman, Rob J. 4 Weron, Rafał 4 Frazier, David T. 3 Glas, Alexander 3 Hartmann, Matthias 3 Krüger, Fabian 3 Madsen, Henrik 3 Pinson, Pierre 3 Taylor, James W. 3 Weron, Rafal 3 Alonzo, Bastien 2 Athanasopoulos, George 2 Broecker, Jochen 2 Dong, Yao 2 Drobinski, Philippe 2 Forbes, Catherine S. 2 Gasthaus, Jan 2 Gebetsberger, Manuel 2 Hothorn, Torsten 2 Januschowski, Tim 2 Jiang, He 2 Lee, Yun Shin 2 Liu, Bidong 2 López Cabrera, Brenda 2 Mangalova, Ekaterina 2 Marcjasz, Grzegorz 2 McCabe, Brendan P.M. 2 Naveau, Philippe 2 Ng, Jason 2 Pavlova, Lora 2 Plougonven, Riwal 2
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Institution
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Hugo Steinhaus Center for Stochastic Methods, Politechnika Wrocławska 4 Institut für Finanzwissenschaft, Fakultät für Volkswirtschaft und Statistik 3 Department of Econometrics and Business Statistics, Monash Business School 1
Published in...
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International journal of forecasting 35 Working Papers in Economics and Statistics 5 Working paper / Department of Econometrics and Business Statistics, Monash University 5 Energy economics 4 HSC Research Reports 4 Journal of forecasting 4 Working papers in economics and statistics 4 Working Papers / Institut für Finanzwissenschaft, Fakultät für Volkswirtschaft und Statistik 3 European journal of operational research : EJOR 2 International Journal of Forecasting 2 Renewable and Sustainable Energy Reviews 2 Water Resources Management 2 Applied Energy 1 CefES paper series 1 Demography 1 Discussion Paper Series 1 Discussion paper series / University of Heidelberg, Department of Economics 1 Energies 1 Faculty & research / Insead : working paper series 1 Finance research letters 1 HEMF Working Paper 1 HEMF working paper 1 International Journal of Financial Markets and Derivatives : IJFMD 1 International Statistical Review 1 International journal of production economics 1 Journal of the Operational Research Society 1 Monash Econometrics and Business Statistics Working Papers 1 Quantitative Economics 1 Quantitative economics : QE ; journal of the Econometric Society 1 Renewable Energy 1 SFB 649 Discussion Paper 1 SFB 649 discussion paper 1 Série des documents de travail 1 Transportation science 1
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Source
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ECONIS (ZBW) 68 RePEc 18 EconStor 10
Showing 1 - 10 of 96
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Scalable probabilistic forecasting in retail with gradient boosted trees : a practitioner's approach
Long, Xueying; Bui, Quang; Oktavian, Grady; Schmidt, … - 2025
Persistent link: https://www.econbiz.de/10015371355
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Cross-temporal probabilistic forecast reconciliation : Methodological and practical issues
Girolimetto, Daniele; Athanasopoulos, George; Di Fonzo, … - In: International journal of forecasting 40 (2024) 3, pp. 1134-1151
Persistent link: https://www.econbiz.de/10014547263
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Solving the forecast combination puzzle
Frazier, David T.; Covey, Ryan; Martin, Gael M.; … - 2023
Persistent link: https://www.econbiz.de/10014452579
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Uncertainty measures from partially rounded probabilistic forecast surveys
Glas, Alexander; Hartmann, Matthias - In: Quantitative Economics 13 (2022) 3, pp. 979-1022
Although survey-based point predictions have been found to outperform successful forecasting models, corresponding variance forecasts are frequently diagnosed as heavily distorted. Professional forecasters who report inconspicuously low ex ante variances often produce squared forecast errors...
Persistent link: https://www.econbiz.de/10014536922
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Distributional modeling and forecasting of natural gas prices
Berrisch, Jonathan; Ziel, Florian - In: Journal of forecasting 41 (2022) 6, pp. 1065-1086
Persistent link: https://www.econbiz.de/10013465681
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The impact of sampling variability on estimated combinations of distributional forecasts
Zischke, Ryan; Martin, Gael M.; Frazier, David T.; … - 2022
Persistent link: https://www.econbiz.de/10013494329
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Uncertainty measures from partially rounded probabilistic forecast surveys
Glas, Alexander; Hartmann, Matthias - In: Quantitative economics : QE ; journal of the … 13 (2022) 3, pp. 979-1022
Although survey‐based point predictions have been found to outperform successful forecasting models, corresponding variance forecasts are frequently diagnosed as heavily distorted. Professional forecasters who report inconspicuously low ex ante variances often produce squared forecast errors...
Persistent link: https://www.econbiz.de/10013382059
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Investigations on the discrimination ability of multivariate scoring rules
Stock, Maximilian - 2022
Persistent link: https://www.econbiz.de/10013412643
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Evaluating quantile forecasts in the M5 uncertainty competition
Chen, Zhi; Gaba, Anil; Tsetlin, Ilia; Winkler, Robert L. - 2022
Persistent link: https://www.econbiz.de/10013191522
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Variational Bayes in state space models : inferential and predictive accuracy
Frazier, David T.; Loiza-Maya, Ruben; Martin, Gael M. - 2022
Persistent link: https://www.econbiz.de/10013193949
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