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Rostami-Tabar, Bahman Boylan, John E. Nikolopoulos, Konstantinos Syntetos, Aris A. Siemsen, Enno Fildes, Robert Ma, Shaohui Ziel, Florian Pedio, Manuela Pavia, José Manuel Panapakidis, Ioannis Panagiotelis, Anastasios Paccagnini, Alessia Önkal, Dilek Modis, Theodore Pinson, Pierre Meeran, Sheik Martinez, Andrew B. Martin, Gael M. Makridakis, Spyros G. Litsiou, Konstantia Li, Feng Leva, Sonia Pedregal, Diego J. Ramos, Patrícia Yusupova, Alisa Seaman, Brian Winkler, Robert L. Wang, Xiaoqian Trapero Arenas, Juan Ramón Todini, Ezio Thorarinsdottir, Thordis Thomakos, Dimitrios D. Tashman, Len Rapach, David E. Talagala, Thiyanga S. Talagala, Priyanga Dilini Spiliotis, Evangelos Sermpinis, Georgios Jose, Victor Richmond R. Bijak, Jakub Oliveira, Fernando Luiz Cyrino All co-authors forecasting chapter prognoseverfahren forecast models prognose time series demand retail practice introduction nachfrage count data simple learning quality einzelhandel forecasts research commentary error choice uncertainty example basics know decomposition exponential smoothing arima causal intermittent hierarchies human judgment measures competitions leading operations planning cover executives professionals want coherent hierarchical minimal mapes maes won post scrip competition best point depends accuracy measure supply chain gap future evaluating predictive distributions sales managers workflow
Composed terms forecasting model count data retail trade demand forecasting forecasting research research practice forecasting managers choice uncertainty simple example example forecasting forecasting basics know time series decomposition decomposition forecasting forecasting models exponential smoothing arima models causal models data intermittent intermittent demand forecasting hierarchies human judgment judgment forecasting forecasting quality forecasting competitions competitions forecasting sales operations operations planning introduction chapter models chapter chapter forecasting social web forecasting executives executives professionals professionals want want coherent coherent hierarchical hierarchical forecasts forecasts minimal minimal mapes mapes maes maes won won retail retail forecasting practice post post scrip scrip retail practice commentary commentary forecasting forecasting competition competition forecasting forecasting practice practice best best point point forecast forecast depends depends error error accuracy accuracy measure measure commentary commentary retail forecasting supply supply chain chain forecasting practice gap gap future future evaluating data distributions retail sales forecasting demand basics know series time forecasters forecasting contents acknowledgments chapter introduction uncertainty chapter series chapter index ad ad page cover
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The information on the author is retrieved from: Entity Facts (by DNB = German National Library data service), DBPedia and Wikidata
Stephan Kolassa Dr. Biblio: Products & Innovation Suite Engineering Consumer Industries (PI SE CI), SAP (Switzerland) AG, Tägerwilen, Switzerland
Profession Mathematiker
Affiliations Lancaster University
Q57912301
Publishing years Series Supply and operations management collection (1)