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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
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Free 13 Undetermined 11 CC license 1
Type of publication
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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
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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...
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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 21 - 26 of 26
Cover Image
Optimal combination forecasts for hierarchical time series
Hyndman, Rob J.; Ahmed, Roman A.; Athanasopoulos, George - Department of Econometrics and Business Statistics, … - 2007
hierarchical forecasting which provides optimal forecasts that are better than forecasts produced by either a top-down or a bottom …
Persistent link: https://www.econbiz.de/10005087592
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Hierarchical Estimation as Basis for Hierarchical Forecasting
Strijbosch, L.W.G.; Heuts, R.M.J.; Moors, J.J.A. - Tilburg University, Center for Economic Research - 2006
In inventory management, hierarchical forecasting (HF) is a hot issue : families of items are formed for which total …
Persistent link: https://www.econbiz.de/10011091178
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The development of a classification model for predicting the performance of forecasting methods for naval spare parts demand
Moon, Seongmin; Simpson, Andrew; Hicks, Christian - In: International Journal of Production Economics 143 (2013) 2, pp. 449-454
The performance of alternative forecasting methods that use hierarchical and direct forecasting strategies for predicting spare parts demand depends on the demand features. This paper uses data obtained from the South Korean Navy to identify the demand features of the spare parts that influence...
Persistent link: https://www.econbiz.de/10010665771
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The development of a classification model for predicting the performance of forecasting methods for naval spare parts demand
Moon, Seongmin; Simpson, Andrew; Hicks, Christian - In: International journal of production economics 143 (2013) 2, pp. 449-454
Persistent link: https://www.econbiz.de/10009755490
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The development of a hierarchical forecasting method for predicting spare parts demand in the South Korean Navy—A case study
Moon, Seongmin; Hicks, Christian; Simpson, Andrew - In: International Journal of Production Economics 140 (2012) 2, pp. 794-802
In the South Korean Navy the demand for many spare parts is infrequent and the volume of items required is irregular. This pattern, known as non-normal demand, makes forecasting difficult. This paper presents a case study using data obtained from the South Korean Navy to compare the performance...
Persistent link: https://www.econbiz.de/10011043371
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The development of a hierarchical forecasting method for predicting spare parts demand in the South Korean Navy : a case study
Moon, Seongmin; Hicks, Christian; Simpson, Andrew - In: International journal of production economics 140 (2012) 2, pp. 794-802
Persistent link: https://www.econbiz.de/10009682509
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