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[NT 33762] ISBD
Forecasting with the Theta method : theory and applications
[NT 42944] Record Type:
[NT 1579] Language materials, printed : [NT 40817] monographic
[NT 47348] Title Information:
theory and applications
[NT 47261] Author:
NikolopoulosKonstantinos I., 1974-
[NT 47353] Alternative Intellectual Responsibility:
ThomakosDimitrios D.,
[NT 47351] Place of Publication:
Hoboken, NJ
[NT 47263] Published:
John Wiley & Sons;
[NT 47352] Year of Publication:
c2019
[NT 47264] Description:
xii, 185 p.ill. : 24 cm.;
[NT 47266] Subject:
Business forecasting. -
[NT 47266] Subject:
Business forecasting - Mathematical models -
[NT 47266] Subject:
Business forecasting - Data processing -
[NT 51398] Summary:
This book is the 1st 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. -- Provided by publisher
[NT 50961] ISBN:
978-1-119-32076-0bound
[NT 60779] Content Note:
Part I. Theory, methods, and models : The O-legacy From the 0 method to a 0 model The multivariate 0 method Part II. Applications and performance in forecasting competitions : Empirical applications with the 0 method Applications in health care Part III. The future of the 0 method : 0 Reflections from the next generation of forecasters Conclusions and the way forward
Forecasting with the Theta method : theory and applications
Nikolopoulos, Konstantinos I.
Forecasting with the Theta method
: theory and applications / Kostas I. Nikolopoulos, Dimitrios D. Thomakos - Hoboken, NJ : John Wiley & Sons, c2019. - xii, 185 p. ; ill. ; 24 cm..
Part I. Theory, methods, and models : The O-legacy.
Includes bibliographical references (p. 181-183) and index..
ISBN 978-1-119-32076-0
Business forecasting.Business forecastingBusiness forecasting -- Mathematical models -- Data processing
Thomakos, Dimitrios D.
Forecasting with the Theta method : theory and applications
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theory and applications
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Part I. Theory, methods, and models : The O-legacy
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Conclusions and the way forward
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This book is the 1st 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. -- Provided by publisher
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