Arbeitspapier
What do Professional Forecasters actually predict?
In this paper we study what professional forecasters actually explain. We use spectral analysis and state space modeling to decompose economic time series into a trend, a business-cycle, and an irregular component. To examine which components are captured by professional forecasters we regress their forecasts on the estimated components extracted from both the spectral analysis and the state space model. For both decomposition methods we find that the Survey of Professional Forecasters can predict almost all variation in the time series due to the trend and the business-cycle, but the forecasts contain little information about the variation in the irregular component.
- Sprache
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Englisch
- Erschienen in
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Series: Tinbergen Institute Discussion Paper ; No. 15-095/III
- Klassifikation
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Wirtschaft
Single Equation Models; Single Variables: Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
Forecasting Models; Simulation Methods
Prices, Business Fluctuations, and Cycles: Forecasting and Simulation: Models and Applications
- Thema
-
Expert Forecast
Trend-Cycle Decomposition
State Space Modeling
Baxter-King Filter
- Ereignis
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Geistige Schöpfung
- (wer)
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Nibbering, Didier
Paap, Richard
van der Wel, Michel
- Ereignis
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Veröffentlichung
- (wer)
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Tinbergen Institute
- (wo)
-
Amsterdam and Rotterdam
- (wann)
-
2015
- Handle
- Letzte Aktualisierung
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10.03.2025, 11:42 MEZ
Datenpartner
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Objekttyp
- Arbeitspapier
Beteiligte
- Nibbering, Didier
- Paap, Richard
- van der Wel, Michel
- Tinbergen Institute
Entstanden
- 2015