Author: Ginner WeatherbyPublisher:
ISBN:
Category : Econometrics
Languages : en
Pages : 458
Book Description
Aggregation, Disaggregation, and Combination of Forecasts
Author: Ginner WeatherbyPublisher:
ISBN:
Category : Econometrics
Languages : en
Pages : 458
Book Description
Combining disaggregate forecasts or combining disaggregate information to forecast an aggregate
Author: David F. HendryThe Aggregation and Combination of Forecasts
Author: P J. HarrisonForecasting: principles and practice
Author: Rob J HyndmanPublisher: OTexts
ISBN: 0987507117
Category : Business & Economics
Languages : en
Pages : 380
Book Description
Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
Disaggregation in Econometric Modelling (Routledge Revivals)
Author: Terry BarkerPublisher: Routledge
ISBN: 1317829182
Category : Social Science
Languages : en
Pages : 271
Book Description
In this book, first published in 1990, leading theorists and applied economists address themselves to the key questions of aggregation. The issues are covered both theoretically and in wide-ranging applications. Of particular intrest is the optimal aggregation of trade data, the need for micro-modelling when imoprtant non-linearities are present (for example, tax exhaustion in modelling company behaviour) and the use of a micro-model to stimulate labour supply behaviour in a macro-model of the Netherlands.
Aggregation Vs. Disaggregation and Forecasting
Author: Dov FriedPublisher:
ISBN:
Category : Financial statements
Languages : en
Pages : 120
Book Description
Forecasting Contemporaneous Aggregates with Stochastic Aggregation Weights
Author: Ralf BrueggemannPublisher:
ISBN:
Category : Economic forecasting
Languages : en
Pages : 20
Book Description
Many contemporaneously aggregated variables have stochasticaggregation weights. We compare different forecasts for such variables including univariate forecasts of the aggregate, a multivariate forecast of the aggregate that uses information from the disaggregate components, a forecast which aggregates a multivariate forecast of the disaggregate components and the aggregation weights, and a forecast which aggregates univariate forecasts for individual disaggregate components and the aggregation weights. In empirical illustrations based on aggregate GDP and money growth rates, we find forecast efficiency gains from using the information in the stochastic aggregation weights. A Monte Carlo study confirms that using the information on stochastic aggregation weights explicitly may result in forecast mean squared error reductions.
Business Forecasting
Author: Michael GillilandPublisher: John Wiley & Sons
ISBN: 1119782473
Category : Business & Economics
Languages : en
Pages : 435
Book Description
Discover the role of machine learning and artificial intelligence in business forecasting from some of the brightest minds in the field In Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning accomplished authors Michael Gilliland, Len Tashman, and Udo Sglavo deliver relevant and timely insights from some of the most important and influential authors in the field of forecasting. You'll learn about the role played by machine learning and AI in the forecasting process and discover brand-new research, case studies, and thoughtful discussions covering an array of practical topics. The book offers multiple perspectives on issues like monitoring forecast performance, forecasting process, communication and accountability for forecasts, and the use of big data in forecasting. You will find: Discussions on deep learning in forecasting, including current trends and challenges Explorations of neural network-based forecasting strategies A treatment of the future of artificial intelligence in business forecasting Analyses of forecasting methods, including modeling, selection, and monitoring In addition to the Foreword by renowned researchers Spyros Makridakis and Fotios Petropoulos, the book also includes 16 "opinion/editorial" Afterwords by a diverse range of top academics, consultants, vendors, and industry practitioners, each providing their own unique vision of the issues, current state, and future direction of business forecasting. Perfect for financial controllers, chief financial officers, business analysts, forecast analysts, and demand planners, Business Forecasting will also earn a place in the libraries of other executives and managers who seek a one-stop resource to help them critically assess and improve their own organization's forecasting efforts.
Predictive Analytics for Business Forecasting & Planning
Author: J. Eric WilsonPublisher:
ISBN: 9780983941385
Category :
Languages : en
Pages : 368
Book Description
Computational Logistics
Author: Carlos Paternina-ArboledaPublisher: Springer Nature
ISBN: 3030311406
Category : Computers
Languages : en
Pages : 444
Book Description
This book constitutes the proceedings of the 10th International Conference on Computational Logistics, ICCL 2019, held in Barranquilla, Colombia, in September/October 2019. The 27 papers included in this book were carefully reviewed and selected from 49 submissions. They were organized in topical sections named: freight transportation and urban logistics; maritime and port logistics; vehicle routing problems; network design and distribution problems; and selected topics in decision support systems and ICT tools.