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Please use this identifier to cite or link to this item: https://doi.org/10.21256/zhaw-24480
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dc.contributor.authorPetropoulos, Fotios-
dc.contributor.authorApiletti, Daniele-
dc.contributor.authorAssimakopoulos, Vassilios-
dc.contributor.authorBabai, Mohamed Zied-
dc.contributor.authorBarrow, Devon K.-
dc.contributor.authorBen Taieb, Souhaib-
dc.contributor.authorBergmeir, Christoph-
dc.contributor.authorBessa, Ricardo J.-
dc.contributor.authorBijak, Jakub-
dc.contributor.authorBoylan, John E.-
dc.contributor.authorBrowell, Jethro-
dc.contributor.authorCarnevale, Claudio-
dc.contributor.authorCastle, Jennifer L.-
dc.contributor.authorCirillo, Pasquale-
dc.contributor.authorClements, Michael P.-
dc.contributor.authorCordeiro, Clara-
dc.contributor.authorCyrino Oliveira, Fernando Luiz-
dc.contributor.authorDe Baets, Shari-
dc.contributor.authorDokumentov, Alexander-
dc.contributor.authorEllison, Joanne-
dc.contributor.authorFiszeder, Piotr-
dc.contributor.authorFranses, Philip Hans-
dc.contributor.authorFrazier, David T.-
dc.contributor.authorGilliland, Michael-
dc.contributor.authorGönül, M. Sinan-
dc.contributor.authorGoodwin, Paul-
dc.contributor.authorGrossi, Luigi-
dc.contributor.authorGrushka-Cockayne, Yael-
dc.contributor.authorGuidolin, Mariangela-
dc.contributor.authorGuidolin, Massimo-
dc.contributor.authorGunter, Ulrich-
dc.contributor.authorGuo, Xiaojia-
dc.contributor.authorGuseo, Renato-
dc.contributor.authorHarvey, Nigel-
dc.contributor.authorHendry, David F.-
dc.contributor.authorHollyman, Ross-
dc.contributor.authorJanuschowski, Tim-
dc.contributor.authorJeon, Jooyoung-
dc.contributor.authorJose, Victor Richmond R.-
dc.contributor.authorKang, Yanfei-
dc.contributor.authorKoehler, Anne B.-
dc.contributor.authorKolassa, Stephan-
dc.contributor.authorKourentzes, Nikolaos-
dc.contributor.authorLeva, Sonia-
dc.contributor.authorLi, Feng-
dc.contributor.authorLitsiou, Konstantia-
dc.contributor.authorMakridakis, Spyros-
dc.contributor.authorMartin, Gael M.-
dc.contributor.authorMartinez, Andrew B.-
dc.contributor.authorMeeran, Sheik-
dc.contributor.authorModis, Theodore-
dc.contributor.authorNikolopoulos, Konstantinos-
dc.contributor.authorÖnkal, Dilek-
dc.contributor.authorPaccagnini, Alessia-
dc.contributor.authorPanagiotelis, Anastasios-
dc.contributor.authorPanapakidis, Ioannis-
dc.contributor.authorPavía, Jose M.-
dc.contributor.authorPedio, Manuela-
dc.contributor.authorPedregal, Diego J.-
dc.contributor.authorPinson, Pierre-
dc.contributor.authorRamos, Patrícia-
dc.contributor.authorRapach, David E.-
dc.contributor.authorReade, J. James-
dc.contributor.authorRostami-Tabar, Bahman-
dc.contributor.authorRubaszek, Michał-
dc.contributor.authorSermpinis, Georgios-
dc.contributor.authorShang, Han Lin-
dc.contributor.authorSpiliotis, Evangelos-
dc.contributor.authorSyntetos, Aris A.-
dc.contributor.authorTalagala, Priyanga Dilini-
dc.contributor.authorTalagala, Thiyanga S.-
dc.contributor.authorTashman, Len-
dc.contributor.authorThomakos, Dimitrios-
dc.contributor.authorThorarinsdottir, Thordis-
dc.contributor.authorTodini, Ezio-
dc.contributor.authorTrapero Arenas, Juan Ramón-
dc.contributor.authorWang, Xiaoqian-
dc.contributor.authorWinkler, Robert L.-
dc.contributor.authorYusupova, Alisa-
dc.contributor.authorZiel, Florian-
dc.date.accessioned2022-03-04T13:46:45Z-
dc.date.available2022-03-04T13:46:45Z-
dc.date.issued2022-
dc.identifier.issn0169-2070de_CH
dc.identifier.issn1872-8200de_CH
dc.identifier.urihttps://digitalcollection.zhaw.ch/handle/11475/24480-
dc.description.abstractForecasting has always been at the forefront of decision making and planning. The uncertainty that surrounds the future is both exciting and challenging, with individuals and organisations seeking to minimise risks and maximise utilities. The large number of forecasting applications calls for a diverse set of forecasting methods to tackle real-life challenges. This article provides a non-systematic review of the theory and the practice of forecasting. We provide an overview of a wide range of theoretical, state-of-the-art models, methods, principles, and approaches to prepare, produce, organise, and evaluate forecasts. We then demonstrate how such theoretical concepts are applied in a variety of real-life contexts. We do not claim that this review is an exhaustive list of methods and applications. However, we wish that our encyclopedic presentation will offer a point of reference for the rich work that has been undertaken over the last decades, with some key insights for the future of forecasting theory and practice. Given its encyclopedic nature, the intended mode of reading is non-linear. We offer cross-references to allow the readers to navigate through the various topics. We complement the theoretical concepts and applications covered by large lists of free or open-source software implementations and publicly-available databases.de_CH
dc.language.isoende_CH
dc.publisherElsevierde_CH
dc.relation.ispartofInternational Journal of Forecastingde_CH
dc.rightshttp://creativecommons.org/licenses/by/4.0/de_CH
dc.subjectApplicationde_CH
dc.subjectEncyclopediade_CH
dc.subjectMethodde_CH
dc.subjectPredictionde_CH
dc.subjectPrinciplede_CH
dc.subjectTime seriesde_CH
dc.subject.ddc003: Systemede_CH
dc.titleForecasting : theory and practicede_CH
dc.typeBeitrag in wissenschaftlicher Zeitschriftde_CH
dcterms.typeTextde_CH
zhaw.departementSchool of Management and Lawde_CH
zhaw.organisationalunitInstitut für Wirtschaftsinformatik (IWI)de_CH
dc.identifier.doi10.1016/j.ijforecast.2021.11.001de_CH
dc.identifier.doi10.21256/zhaw-24480-
zhaw.funding.euNode_CH
zhaw.issue3de_CH
zhaw.originated.zhawYesde_CH
zhaw.pages.end871de_CH
zhaw.pages.start705de_CH
zhaw.publication.statuspublishedVersionde_CH
zhaw.volume38de_CH
zhaw.publication.reviewPeer review (Publikation)de_CH
zhaw.author.additionalNode_CH
zhaw.display.portraitYesde_CH
Appears in collections:Publikationen School of Management and Law

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Petropoulos, F., Apiletti, D., Assimakopoulos, V., Babai, M. Z., Barrow, D. K., Ben Taieb, S., Bergmeir, C., Bessa, R. J., Bijak, J., Boylan, J. E., Browell, J., Carnevale, C., Castle, J. L., Cirillo, P., Clements, M. P., Cordeiro, C., Cyrino Oliveira, F. L., De Baets, S., Dokumentov, A., et al. (2022). Forecasting : theory and practice. International Journal of Forecasting, 38(3), 705–871. https://doi.org/10.1016/j.ijforecast.2021.11.001
Petropoulos, F. et al. (2022) ‘Forecasting : theory and practice’, International Journal of Forecasting, 38(3), pp. 705–871. Available at: https://doi.org/10.1016/j.ijforecast.2021.11.001.
F. Petropoulos et al., “Forecasting : theory and practice,” International Journal of Forecasting, vol. 38, no. 3, pp. 705–871, 2022, doi: 10.1016/j.ijforecast.2021.11.001.
PETROPOULOS, Fotios, Daniele APILETTI, Vassilios ASSIMAKOPOULOS, Mohamed Zied BABAI, Devon K. BARROW, Souhaib BEN TAIEB, Christoph BERGMEIR, Ricardo J. BESSA, Jakub BIJAK, John E. BOYLAN, Jethro BROWELL, Claudio CARNEVALE, Jennifer L. CASTLE, Pasquale CIRILLO, Michael P. CLEMENTS, Clara CORDEIRO, Fernando Luiz CYRINO OLIVEIRA, Shari DE BAETS, Alexander DOKUMENTOV, Joanne ELLISON, Piotr FISZEDER, Philip Hans FRANSES, David T. FRAZIER, Michael GILLILAND, M. Sinan GÖNÜL, Paul GOODWIN, Luigi GROSSI, Yael GRUSHKA-COCKAYNE, Mariangela GUIDOLIN, Massimo GUIDOLIN, Ulrich GUNTER, Xiaojia GUO, Renato GUSEO, Nigel HARVEY, David F. HENDRY, Ross HOLLYMAN, Tim JANUSCHOWSKI, Jooyoung JEON, Victor Richmond R. JOSE, Yanfei KANG, Anne B. KOEHLER, Stephan KOLASSA, Nikolaos KOURENTZES, Sonia LEVA, Feng LI, Konstantia LITSIOU, Spyros MAKRIDAKIS, Gael M. MARTIN, Andrew B. MARTINEZ, Sheik MEERAN, Theodore MODIS, Konstantinos NIKOLOPOULOS, Dilek ÖNKAL, Alessia PACCAGNINI, Anastasios PANAGIOTELIS, Ioannis PANAPAKIDIS, Jose M. PAVÍA, Manuela PEDIO, Diego J. PEDREGAL, Pierre PINSON, Patrícia RAMOS, David E. RAPACH, J. James READE, Bahman ROSTAMI-TABAR, Michał RUBASZEK, Georgios SERMPINIS, Han Lin SHANG, Evangelos SPILIOTIS, Aris A. SYNTETOS, Priyanga Dilini TALAGALA, Thiyanga S. TALAGALA, Len TASHMAN, Dimitrios THOMAKOS, Thordis THORARINSDOTTIR, Ezio TODINI, Juan Ramón TRAPERO ARENAS, Xiaoqian WANG, Robert L. WINKLER, Alisa YUSUPOVA und Florian ZIEL, 2022. Forecasting : theory and practice. International Journal of Forecasting. 2022. Bd. 38, Nr. 3, S. 705–871. DOI 10.1016/j.ijforecast.2021.11.001
Petropoulos, Fotios, Daniele Apiletti, Vassilios Assimakopoulos, Mohamed Zied Babai, Devon K. Barrow, Souhaib Ben Taieb, Christoph Bergmeir, et al. 2022. “Forecasting : Theory and Practice.” International Journal of Forecasting 38 (3): 705–871. https://doi.org/10.1016/j.ijforecast.2021.11.001.
Petropoulos, Fotios, et al. “Forecasting : Theory and Practice.” International Journal of Forecasting, vol. 38, no. 3, 2022, pp. 705–871, https://doi.org/10.1016/j.ijforecast.2021.11.001.


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