Forecasting with the Theta Method: Theory and Applications - Couverture rigide

Nikolopoulos, Kostas I.; Thomakos, Dimitrios D.

Couverture rigide

ISBN 10 : 1119320763 ISBN 13 : 9781119320760

Editeur : John Wiley & Sons Inc, 2019

Synopsis

The first book to be published on the Theta method, outlining under what conditions the method outperforms other forecasting methods

This book is the first to detail the Theta method of forecasting - one of the most difficult-to-beat forecasting benchmarks, which topped the biggest forecasting competition in the world in 2000: the M3 competition. Written by two of the leading experts in the forecasting field, it illuminates the exact replication of the method and under what conditions the method outperforms other forecasting methods. Recent developments such as multivariate models are also included, as are a series of practical applications in finance, economics, and healthcare. The book also offers practical tools in MS Excel and guidance, as well as provisional access, for the use of R source code and respective packages.

Forecasting with the Theta Method: Theory and Applications includes three main parts. The first part, titled Theory, Methods, Models & Applications details the new theory about the method. The second part, Applications & Performance in Forecasting Competitions, describes empirical results and simulations on the method. The last part roadmaps future research and also include contributions from another leading scholar of the method - Dr. Fotios Petropoulos.

• First ever book to be published on the Theta Method
• Explores new theory and exact conditions under which methods would outperform most forecasting benchmarks
• Clearly written with practical applications
• Employs R - open source code with all included implementations

Forecasting with the Theta Method: Theory and Applications is a valuable tool for both academics and practitioners involved in forecasting and respective software development.

A propos du livre

À propos de l?auteur

KOSTAS I. NIKOLOPOULOS is Associate Dean (Research) & Chair in Business Analytics--College of Business, Law, Education and Social Sciences, Prifysgol Bangor University. He is also the Director of the forLAB forecasting laboratory (www.forlab.eu) and has several years of experience in the UK and Greece as Consultant and Software Engineer in projects with Siemens Healthcare Diagnostics, DoH, RevOil. and the Treasury and Home Office (in Greece).

DIMITRIOS D. THOMAKOS is Head of Department & Chair in Applied Econometrics, School of Economics, Management and Informatics, University of Peloponnese, Greece, and Senior Fellow, Member of the Scientific Committee, Rimini Centre for Economic Analysis, Italy. He holds a PhD from Columbia University and has been advising many financial institutions on financial predictive analytics.

Détails de l'édition

• Éditeur: John Wiley & Sons Inc
• Date d'édition: 2019
• Langue: anglais
• ISBN 10: 1119320763
• ISBN 13: 9781119320760
• Reliure: Relié
• Nombre de pages: 200
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible