4.6 Review

25 years of time series forecasting

Journal

INTERNATIONAL JOURNAL OF FORECASTING
Volume 22, Issue 3, Pages 443-473

Publisher

ELSEVIER
DOI: 10.1016/j.ijforecast.2006.01.001

Keywords

accuracy measures; ARCH; ARIMA; combining; count data; densities; exponential smoothing; Kalman filter; long memory; multivariate; neural nets; nonlinearity; prediction intervals; regime-switching; robustness; seasonality; state space; structural models; transfer function; univariate; VAR

Ask authors/readers for more resources

We review the past 25 years of research into time series forecasting. In this silver jubilee issue, we naturally highlight results published in journals managed by the International Institute of Forecasters (Journal of Forecasting 1982-1985 and International Journal of Forecasting 1985-2005). During this period, over one third of all papers published in these journals concerned time series forecasting. We also review highly influential works on time series forecasting that have been published elsewhere during this period. Enormous progress has been made in many areas, but we find that there are a large number of topics in need of further development. We conclude with comments on possible future research directions in this field. (c) 2006 International Institute of Forecasters. Published by Elsevier B.V. All rights reserved.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available