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Are some forecasters really better than others?

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Download wp10_12.pdf485.38 KB
Author(s)
D'Agostino, Antonello 
McQuinn, Kieran 
Whelan, Karl 
Uri
http://hdl.handle.net/10197/2645
Date Issued
April 2010
Date Available
09T16:59:25Z December 2010
Abstract
In any dataset with individual forecasts of economic variables, some forecasters will perform better than others. However, it is possible that these ex post differences reflect sampling variation and thus overstate the ex ante differences between forecasters. In this paper, we present a simple test of the null hypothesis that all forecasters in the US Survey of Professional Forecasters have equal ability. We construct a test statistic that reflects both the relative and absolute performance of the forecaster and use bootstrap techniques to compare the empirical results with the equivalents obtained under the null hypothesis of equal forecaster ability. Results suggests limited evidence for the idea that the best forecasters are actually innately better than others, though there is evidence that a relatively small group of forecasters perform very poorly.
Sponsorship
Not applicable
Type of Material
Working Paper
Publisher
University College Dublin. School of Economics
Series
UCD Centre for Economic Research Working Paper Series
Wp 10 12
Keywords
  • Forecasting

  • Bootstrap

Classification
C53
E27
E37
Subject – LCSH
Economic forecasting--Evaluation
Bootstrap (Statistics)
Web versions
http://www.ucd.ie/t4cms/wp10_12.pdf
Language
English
Status of Item
Not peer reviewed
This item is made available under a Creative Commons License
https://creativecommons.org/licenses/by-nc-sa/1.0/
Owning collection
Economics Working Papers & Policy Papers
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