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  • Search: subject:"Hierarchical forecasting"
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Year of publication
Subject
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Forecasting model 19 Prognoseverfahren 19 Hierarchical forecasting 14 Forecast 12 Prognose 12 Theorie 12 Theory 12 hierarchical forecasting 8 Artificial intelligence 5 Künstliche Intelligenz 5 Non-normal demand 4 Spare parts demand 4 Time series analysis 4 Zeitreihenanalyse 4 Bayes-Statistik 3 Bayesian Forecast Reconciliation 3 Bayesian inference 3 Economic forecast 3 Hierarchical Forecasting 3 Learning process 3 Lernprozess 3 Machine learning 3 Optimal Forecast Combination 3 Swiss Exports 3 Wirtschaftsprognose 3 Aggregation 2 Aktienindex 2 Börsenkurs 2 Classification 2 Cluster analysis 2 Clusteranalyse 2 Demand 2 Ersatzteil 2 Export 2 Hierarchie 2 Hierarchy 2 Intermittent demand 2 Inventory model 2 Lagerhaltungsmodell 2 Lagermanagement 2
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Online availability
All
Free 13 Undetermined 11 CC license 1
Type of publication
All
Article 16 Book / Working Paper 10
Type of publication (narrower categories)
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Article in journal 14 Aufsatz in Zeitschrift 14 Working Paper 6 Arbeitspapier 5 Graue Literatur 5 Non-commercial literature 5 Case study 1 Fallstudie 1
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Language
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English 22 Undetermined 4
Author
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Hyndman, Rob J. 10 Athanasopoulos, George 6 Hicks, Christian 4 Moon, Seongmin 4 Simpson, Andrew 4 Eckert, Florian 3 Panagiotelis, Anastasios 3 Ahmed, Roman A. 2 Kourentzes, Nikolaos 2 Mattera, Raffaele 2 Petropoulos, Fotios 2 Anderer, Matthias 1 Anselmi, Antonio 1 Ashouri, Mahsa 1 Beghdad Bey, Kadda 1 Benarmas, Redouane Benabdallah 1 Black, Jonathan 1 Boute, Robert N. 1 Cao, Mengfei 1 Caporin, Massimiliano 1 Chiodini, Paola Maddalena 1 Di Fonzo, Tommaso 1 Dicker, Lee 1 Fildes, Robert 1 Girolimetto, Daniele 1 Handfield, Robert B. 1 Heuts, R.M.J. 1 Hong, Tao 1 Ingólfsson, Ármann 1 Lengacher, David C. 1 Li, Feng 1 Ma, Ruijun 1 Ma, Shaohui 1 Maslaric, Marinko 1 Mircetic, Dejan 1 Moors, J.J.A. 1 Nganba Meetei, O. 1 Nikolicic, Svetlana 1 Olivares, Kin G. 1 Reddy, Rohan 1
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Institution
All
Department of Econometrics and Business Statistics, Monash Business School 2 Economic Statistics e-Center - ESeC 1 Tilburg University, Center for Economic Research 1
Published in...
All
International journal of forecasting 5 Working paper / Department of Econometrics and Business Statistics, Monash University 4 International Journal of Production Economics 2 International journal of production economics 2 Monash Econometrics and Business Statistics Working Papers 2 Discussion Paper / Tilburg University, Center for Economic Research 1 European journal of operational research : EJOR 1 Health care management science : a new journal serving the international health care management community 1 International journal of production research 1 Journal of forecasting 1 KOF Working Papers 1 KOF working papers 1 Quantitative finance 1 Supply chain analytics 1 Working Papers / Economic Statistics e-Center - ESeC 1
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Source
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ECONIS (ZBW) 19 RePEc 6 EconStor 1
Showing 11 - 20 of 26
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Forecasting Swiss exports using Bayesian forecast reconciliation
Eckert, Florian; Hyndman, Rob J.; Panagiotelis, Anastasios - 2019
This paper conducts an extensive forecasting study on 13,118 time series measuring Swiss goods exports, grouped hierarchically by export destination and product category. We apply existing state of the art methods in forecast reconciliation and introduce a novel Bayesian reconciliation...
Persistent link: https://www.econbiz.de/10012058388
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Hierarchical forecasting with a top-down alignment of independent-level forecasts
Anderer, Matthias; Li, Feng - In: International journal of forecasting 38 (2022) 4, pp. 1405-1414
Persistent link: https://www.econbiz.de/10014381098
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Transfer learning for hierarchical forecasting : reducing computational efforts of M5 winning methods
Wellens, Arnoud P.; Udenio, Maxi; Boute, Robert N. - In: International journal of forecasting 38 (2022) 4, pp. 1482-1491
Persistent link: https://www.econbiz.de/10014381128
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The performance of the global bottom-up approach in the M5 accuracy competition : a robustness check
Ma, Shaohui; Fildes, Robert - In: International journal of forecasting 38 (2022) 4, pp. 1492-1499
Persistent link: https://www.econbiz.de/10014381130
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Forecasting hierarchical time series in supply chains : an empirical investigation
Mircetic, Dejan; Rostami-Tabar, Bahman; Nikolicic, Svetlana - In: International journal of production research 60 (2022) 8, pp. 2514-2533
Persistent link: https://www.econbiz.de/10013375408
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Forecasting with temporal hierarchies
Athanasopoulos, George; Hyndman, Rob J.; Kourentzes, … - 2015
Persistent link: https://www.econbiz.de/10011781277
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Global energy forecasting competition 2017 : hierarchical probabilistic load forecasting
Hong, Tao; Xie, Jingrui; Black, Jonathan - In: International journal of forecasting 35 (2019) 4, pp. 1389-1399
Persistent link: https://www.econbiz.de/10012305358
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Forecasting with temporal hierarchies
Athanasopoulos, George; Hyndman, Rob J.; Kourentzes, … - In: European journal of operational research : EJOR 262 (2017) 1, pp. 60-74
Persistent link: https://www.econbiz.de/10011785536
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ESeC-Rubin Missing Value Interpretation for a Regional Bottom-Up Hierarchical Forecasting
Anselmi, Antonio; Chiodini, Paola Maddalena; … - Economic Statistics e-Center - ESeC - 2008
in letteratura, per l’imputazione dei dati mancanti nelle serie storiche, si fa riferimento a statistiche applicate all’intera serie analizzata (e.g. media di tutti i termini della serie), ottenendo una costante d’imputazione generalmente adeguata per una specifica serie. Se le serie sono...
Persistent link: https://www.econbiz.de/10005585662
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Hierarchical forecasts for Australian domestic tourism
Athanasopoulos, George; Ahmed, Roman A.; Hyndman, Rob J. - Department of Econometrics and Business Statistics, … - 2007
geographical regions and for different purposes of travel. We consider five approaches to hierarchical forecasting: two variations …
Persistent link: https://www.econbiz.de/10005087588
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