Expert Adjustments of Model Forecasts
Theory, Practice and Strategies for Improvement
Seiten
2014
Cambridge University Press (Verlag)
978-1-107-08159-8 (ISBN)
Cambridge University Press (Verlag)
978-1-107-08159-8 (ISBN)
Written for academics and practitioners with an interest in forecasting methodology, this book tests the notion that many forecasters feel they can improve the accuracy of forecasts based on their intuition. Current research is collated to examine 'expert adjustment' from an econometric perspective and guidelines for improvement are suggested.
To what extent should anybody who has to make model forecasts generated from detailed data analysis adjust their forecasts based on their own intuition? In this book, Philip Hans Franses, one of Europe's leading econometricians, presents the notion that many publicly available forecasts have experienced an 'expert's touch', and questions whether this type of intervention is useful and if a lighter adjustment would be more beneficial. Covering an extensive research area, this accessible book brings together current theoretical insights and new empirical results to examine expert adjustment from an econometric perspective. The author's analysis is based on a range of real forecasts and the datasets upon which the forecasters relied. The various motivations behind experts' modifications are considered, and guidelines for creating more useful and reliable adjusted forecasts are suggested. This book will appeal to academics and practitioners with an interest in forecasting methodology.
To what extent should anybody who has to make model forecasts generated from detailed data analysis adjust their forecasts based on their own intuition? In this book, Philip Hans Franses, one of Europe's leading econometricians, presents the notion that many publicly available forecasts have experienced an 'expert's touch', and questions whether this type of intervention is useful and if a lighter adjustment would be more beneficial. Covering an extensive research area, this accessible book brings together current theoretical insights and new empirical results to examine expert adjustment from an econometric perspective. The author's analysis is based on a range of real forecasts and the datasets upon which the forecasters relied. The various motivations behind experts' modifications are considered, and guidelines for creating more useful and reliable adjusted forecasts are suggested. This book will appeal to academics and practitioners with an interest in forecasting methodology.
Philip Hans Franses is Professor of Applied Econometrics and Professor of Marketing Research at the Erasmus University Rotterdam. Since 2006 he has served as the Dean of the Erasmus School of Economics. His research interests concern the development and application of econometric methods for problems in marketing, finance and macroeconomics.
Preface; 1. Introduction; 2. Optimal behavior of experts; 3. Observed behavior of experts; 4. How accurate are expert-adjusted forecasts?; 5. How can forecasts be improved?; 6. Conclusion, limitations and implications; Data appendix; References; Index.
| Erscheint lt. Verlag | 9.10.2014 |
|---|---|
| Zusatzinfo | 18 Tables, black and white; 9 Line drawings, unspecified |
| Verlagsort | Cambridge |
| Sprache | englisch |
| Maße | 10 x 229 mm |
| Gewicht | 330 g |
| Themenwelt | Geisteswissenschaften ► Psychologie |
| Wirtschaft ► Volkswirtschaftslehre ► Ökonometrie | |
| ISBN-10 | 1-107-08159-9 / 1107081599 |
| ISBN-13 | 978-1-107-08159-8 / 9781107081598 |
| Zustand | Neuware |
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