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.
With a focus on choice, interpretation, and judgement, this book goes beyond the technical manuals to help you truly grasp the more intangible skills that lead to better accuracy.
3 See Thomas F. Wallace and Michael H. Kremzar , ERP : Making It Happen , 2001 , New York : John Wiley and Sons , and Thomas H. Davenport , Mission Critical , 2000 , Boston MA : Harvard Business School Press .
In addition, external reviews were provided by more than 120 experts, some of whom reviewed many of the papers. The book includes the first comprehensive forecasting dictionary.
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 ...
This book demystifies operational forecasting through a series of bite sized ‘lessons’ supported by simple illustrations, that address the fundamental questions that anyone with an interest or stake in operational forecasting needs to ...
In this practical guide, P. Santurette, C.G. Georgiev, and K. Maynard show how to interpret water vapor patterns in terms of dynamical processes in the atmosphere and their relation to diagnostics available from numerical weather prediction ...
This comprehensive, easy-to-use reference explains which forecasting methods work, which don't -- and why. Leading forecasters, planners, and developers address specific issues and problems of forecasting, including management requirements for...
The key message of this book is that while no mortal can predict the future, you can take the steps to be ready for it. ’Good enough’ forecasts, wise preparation and the capability to take timely action, will help your organization to ...
Ecological Forecasting is the first book to bring together the concepts and tools needed to make ecology a more predictive science. Ecological Forecasting presents a new way of doing ecology.
The book develops the statistical foundation for addressing such issues.