Concise, engaging, and highly intuitive—this accessible guide equips you with an understanding of all the basic principles of forecasting Making accurate predictions about the economy has always been difficult, as F. A. Hayek noted when accepting his Nobel Prize in economics, but today forecasters have to contend with increasing complexity and unpredictable feedback loops. In this accessible and engaging guide, David Hendry, Michael Clements, and Jennifer Castle provide a concise and highly intuitive overview of the process and problems of forecasting. They explain forecasting concepts including how to evaluate forecasts, how to respond to forecast failures, and the challenges of forecasting accurately in a rapidly changing world. Topics covered include: What is a forecast? How are forecasts judged? And how can forecast failure be avoided? Concepts are illustrated using real-world examples including financial crises, the uncertainty of Brexit, and the Federal Reserve’s record on forecasting. This is an ideal introduction for university students studying forecasting, practitioners new to the field and for general readers interested in how economists forecast.
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 ...
For undergraduate and graduate courses in Business Forecasting.
Paye, B. S., and A. Timmermann. 2006. Instability of return prediction models. Journal of Empirical Finance 13:274–315. Pearson, E. 1938. The probability integral transformation for testing goodness of fit and combining independent ...
This book includes the details of data flow, what data is used, quality control, the hydrologic and hydraulic models used, and the unique problems of each country or system, such as glacial dam failures, ice jams, sparse data, and ephemeral ...
This groundbreaking book is designed for professionals looking to add value in the new era of demand planning and predictive analytics.
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.
... Sports and Culture , Japan . 5 pp . Neelin , J. D. , M. Latif , and F.-F. Jin , 1994 : Dynamics of coupled ocean - atmosphere models : The tropical problem . Ann . Rev. Fluid Mech . , 26 , 617-659 . Nichols , J.H. and Brander ...
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.
... described by a deterministic or integrated process ( see Perron and Phillips 1987 , Campbell and Mankiw 1987 ) . ... the summations are from 1 to p , 0 to q , 1 to r and 1 to s , respectively , with p , q , r and s being different .
A simpler and more pragmatic approach to forecasting: user-friendly approach draws from empirical observation and first-hand practice rather than abstract economic theories Great timing: will appeal to the many business people and investors ...