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1. Preface

Author

Nielsen, Bent and Hendry, David F.

Published
2012

3. Cover

Author

Nielsen, Bent and Hendry, David F.

Published
2012

4. Subject Index

Author

Nielsen, Bent and Hendry, David F.

Published
2012

6. References

Author

Nielsen, Bent and Hendry, David F.

Published
2012

7. Author Index

Author

Nielsen, Bent and Hendry, David F.

Published
2012

32. Modelling our Changing World

Author

Castle, Jennifer L. and Hendry, David F.

Subjects
Economics, Management science, Econometrics, Environmental economics, Economic history, thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCH Econometrics and economic statistics, thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCV Economics of specific sectors::KCVG Environmental economics, thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCZ Economic history
Abstract

This open access book focuses on the concepts, tools and techniques needed to successfully model ever-changing time-series data. It emphasizes the need for general models to account for the complexities of the modern world and how these can be applied to a range of issues facing Earth, from modelling volcanic eruptions, carbon dioxide emissions and global temperatures, to modelling unemployment rates, wage inflation and population growth. Except where otherwise noted, this book is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0.

Published
2019
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35. Forecasting: theory and practice

Author

Petropoulos, Fotios, Apiletti, Daniele, Assimakopoulos, Vassilios, Babai, Mohamed Zied, Barrow, Devon K., Taieb, Souhaib Ben, Bergmeir, Christoph, Bessa, Ricardo J., Bijak, Jakub, Boylan, John E., Browell, Jethro, Carnevale, Claudio, Castle, Jennifer L., Cirillo, Pasquale, Clements, Michael P., Cordeiro, Clara, Oliveira, Fernando Luiz Cyrino, De Baets, Shari, Dokumentov, Alexander, Ellison, Joanne, Fiszeder, Piotr, Franses, Philip Hans, Frazier, David T., Gilliland, Michael, Gönül, M. Sinan, Goodwin, Paul, Grossi, Luigi, Grushka-Cockayne, Yael, Guidolin, Mariangela, Guidolin, Massimo, Gunter, Ulrich, Guo, Xiaojia, Guseo, Renato, Harvey, Nigel, Hendry, David F., Hollyman, Ross, Januschowski, Tim, Jeon, Jooyoung, Jose, Victor Richmond R., Kang, Yanfei, Koehler, Anne B., Kolassa, Stephan, Kourentzes, Nikolaos, Leva, Sonia, Li, Feng, Litsiou, Konstantia, Makridakis, Spyros, Martin, Gael M., Martinez, Andrew B., Meeran, Sheik, Modis, Theodore, Nikolopoulos, Konstantinos, Önkal, Dilek, Paccagnini, Alessia, Panagiotelis, Anastasios, Panapakidis, Ioannis, Pavía, Jose M., Pedio, Manuela, Pedregal, Diego J., Pinson, Pierre, Ramos, Patrícia, Rapach, David E., Reade, J. James, Rostami-Tabar, Bahman, Rubaszek, Michał, Sermpinis, Georgios, Shang, Han Lin, Spiliotis, Evangelos, Syntetos, Aris A., Talagala, Priyanga Dilini, Talagala, Thiyanga S., Tashman, Len, Thomakos, Dimitrios, Thorarinsdottir, Thordis, Todini, Ezio, Arenas, Juan Ramón Trapero, Wang, Xiaoqian, Winkler, Robert L., Yusupova, Alisa, and Ziel, Florian

Subjects
Statistics - Applications, Computer Science - Machine Learning, Economics - Econometrics, Statistics - Machine Learning, Statistics - Other Statistics
Abstract

Forecasting 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.

Published
2020
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37. Achieving Benchmarks for National Quality Indicators Reduces Recurrence and Progression in Non–muscle-invasive Bladder Cancer

Author

Mariappan, Paramananthan, Johnston, Allan, Trail, Matthew, Hamid, Sami, Hollins, Graham, Dreyer, Barend A., Ramsey, Sara, Padovani, Luisa, Garau, Roberta, Enriquez, Julia Guerrero, Boden, Alasdair, Maresca, Gianluca, Simpson, Helen, Hasan, Rami, Sharpe, Claire, Thomas, Benjamin G., Chaudhry, Altaf H., Khan, Rehan S., Bhatt, Jaimin R., Ahmad, Imran, Nandwani, Ghulam M., Dimitropoulos, Konstantinos, Makaroff, Lydia, Shaw, Johnstone, Graham, Catriona, and Hendry, David

Published
2024
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44. Forecasting: theory and practice

Author

Petropoulos, Fotios, Apiletti, Daniele, Assimakopoulos, Vassilios, Babai, Mohamed Zied, Barrow, Devon K., Ben Taieb, Souhaib, Bergmeir, Christoph, Bessa, Ricardo J., Bijak, Jakub, Boylan, John E., Browell, Jethro, Carnevale, Claudio, Castle, Jennifer L., Cirillo, Pasquale, Clements, Michael P., Cordeiro, Clara, Cyrino Oliveira, Fernando Luiz, De Baets, Shari, Dokumentov, Alexander, Ellison, Joanne, Fiszeder, Piotr, Franses, Philip Hans, Frazier, David T., Gilliland, Michael, Gönül, M. Sinan, Goodwin, Paul, Grossi, Luigi, Grushka-Cockayne, Yael, Guidolin, Mariangela, Guidolin, Massimo, Gunter, Ulrich, Guo, Xiaojia, Guseo, Renato, Harvey, Nigel, Hendry, David F., Hollyman, Ross, Januschowski, Tim, Jeon, Jooyoung, Jose, Victor Richmond R., Kang, Yanfei, Koehler, Anne B., Kolassa, Stephan, Kourentzes, Nikolaos, Leva, Sonia, Li, Feng, Litsiou, Konstantia, Makridakis, Spyros, Martin, Gael M., Martinez, Andrew B., Meeran, Sheik, Modis, Theodore, Nikolopoulos, Konstantinos, Önkal, Dilek, Paccagnini, Alessia, Panagiotelis, Anastasios, Panapakidis, Ioannis, Pavía, Jose M., Pedio, Manuela, Pedregal, Diego J., Pinson, Pierre, Ramos, Patrícia, Rapach, David E., Reade, J. James, Rostami-Tabar, Bahman, Rubaszek, Michał, Sermpinis, Georgios, Shang, Han Lin, Spiliotis, Evangelos, Syntetos, Aris A., Talagala, Priyanga Dilini, Talagala, Thiyanga S., Tashman, Len, Thomakos, Dimitrios, Thorarinsdottir, Thordis, Todini, Ezio, Trapero Arenas, Juan Ramón, Wang, Xiaoqian, Winkler, Robert L., Yusupova, Alisa, and Ziel, Florian

Published
2022
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48. Why Is the World Always Changing?

Author

Castle, Jennifer L., Hendry, David F., Clements, Michael P., Series Editor, Patterson, Kerry, Founding Editor, Mills, Terence, Founding Editor, Castle, Jennifer L., and Hendry, David F.

Published
2019
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50. Seeing into the Future

Author

Castle, Jennifer L., Hendry, David F., Clements, Michael P., Series Editor, Patterson, Kerry, Founding Editor, Mills, Terence, Founding Editor, Castle, Jennifer L., and Hendry, David F.

Published
2019
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