Handbook of Economic Forecasting
- 1st Edition, Volume 1 - May 30, 2006
- Latest edition
- Editors: G. Elliott, C. W.J. Granger, A. G. Timmermann
- Language: English
Research on forecasting methods has made important progress over recent years and these developments are brought together in the Handbook of Economic Forecasting. The handbook… Read more
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Description
Description
Research on forecasting methods has made important progress over recent years and these developments are brought together in the Handbook of Economic Forecasting. The handbook covers developments in how forecasts are constructed based on multivariate time-series models, dynamic factor models, nonlinear models and combination methods. The handbook also includes chapters on forecast evaluation, including evaluation of point forecasts and probability forecasts and contains chapters on survey forecasts and volatility forecasts. Areas of applications of forecasts covered in the handbook include economics, finance and marketing.
Key features
Key features
*Addresses economic forecasting methodology, forecasting models, forecasting with different data structures, and the applications of forecasting methods
*Insights within this volume can be applied to economics, finance and marketing disciplines
*Insights within this volume can be applied to economics, finance and marketing disciplines
Readership
Readership
economists
Table of contents
Table of contents
Part 1. Forecasting methodology.
1. Bayesian forecasting (J. Geweke, C. Whiteman).
2. Forecasting and decision theory (C.W.J.Granger, M.J. Machina).
3. Forecast evaluation (K.D. West).
4. Forecast combinations (A. Timmermann).
5. Predictive density evaluation (V. Corradi, N.R. Swanson).
Part 2. Forecasting models.
6. Forecasting with VARMA models (H. Lutkepohl).
7. Forecasting with unobserved components time series models (A. Harvey).
8. Forecasting economic variables with nonlinear models (T. Terasvirta).
9. Approximate nonlinear forecasting models (H. White).
Part 3. Forecasting with different data structures.
10. Forecasting with many predictors (J.H. Stock, M.W. Watson).
11. Forecasting with trending data (G. Elliott).
12. Forecasting with breaks (M.P. Clements, D.F. Hendry).
13. Forecasting seasonal time series (E. Ghysels, D.R. Osborn, P.M.M. Rodrigues).
14. Survey expectations (M.H. Pesaran, M. Weale).
Part 4. Applications of forecasting methods.
15.Volatility and correlation forecasting (T.G. Andersen, T. Bollerslev, P.F. Christoffersen, F.X. Diebold).
16. Leading Indicators (M. Marcellino).
17. Forecasting with real-time macroeconomic data (D. Croushore).
18. Forecasting in marketing (P.H. Franses).
1. Bayesian forecasting (J. Geweke, C. Whiteman).
2. Forecasting and decision theory (C.W.J.Granger, M.J. Machina).
3. Forecast evaluation (K.D. West).
4. Forecast combinations (A. Timmermann).
5. Predictive density evaluation (V. Corradi, N.R. Swanson).
Part 2. Forecasting models.
6. Forecasting with VARMA models (H. Lutkepohl).
7. Forecasting with unobserved components time series models (A. Harvey).
8. Forecasting economic variables with nonlinear models (T. Terasvirta).
9. Approximate nonlinear forecasting models (H. White).
Part 3. Forecasting with different data structures.
10. Forecasting with many predictors (J.H. Stock, M.W. Watson).
11. Forecasting with trending data (G. Elliott).
12. Forecasting with breaks (M.P. Clements, D.F. Hendry).
13. Forecasting seasonal time series (E. Ghysels, D.R. Osborn, P.M.M. Rodrigues).
14. Survey expectations (M.H. Pesaran, M. Weale).
Part 4. Applications of forecasting methods.
15.Volatility and correlation forecasting (T.G. Andersen, T. Bollerslev, P.F. Christoffersen, F.X. Diebold).
16. Leading Indicators (M. Marcellino).
17. Forecasting with real-time macroeconomic data (D. Croushore).
18. Forecasting in marketing (P.H. Franses).
Product details
Product details
- Edition: 1
- Latest edition
- Volume: 1
- Published: July 14, 2006
- Language: English
About the editors
About the editors
GE
G. Elliott
Affiliations and expertise
University of California at San Diego, La Jolla, CA, USACG
C. W.J. Granger
Affiliations and expertise
University of California, San Diego, La Jolla, CA, USAAT
A. G. Timmermann
Affiliations and expertise
University of California at San Diego, La Jolla, CA, USAView book on ScienceDirect
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