SMOOTH AND TIMELY BUSINESS-CYCLE INDICATORS FOR NOISY SWEDISH DATA

Citation
Le. Oller et C. Tallbom, SMOOTH AND TIMELY BUSINESS-CYCLE INDICATORS FOR NOISY SWEDISH DATA, International journal of forecasting, 12(3), 1996, pp. 389-402
Citations number
30
Categorie Soggetti
Management,"Planning & Development
ISSN journal
01692070
Volume
12
Issue
3
Year of publication
1996
Pages
389 - 402
Database
ISI
SICI code
0169-2070(1996)12:3<389:SATBIF>2.0.ZU;2-G
Abstract
Noise in statistical time series is often overlooked when selecting th e best forecasting model by minimizing forecast errors. An ''error'' i mplies that one knows the true (noise-free) outcome. Instead of merely trying to forecast a noisy outcome, we construct entirely new indicat ors, based on business tendency survey data and statistical time serie s. False turning point signals are avoided by exponential smoothing. A special trigger is found in the joint behavior of model generated smo othed and unsmoothed forecasts, by which smoothing can be switched off in sharp turns, and this avoids late turning point signals that would occur with smoothed data.