Are some forecasters really better than others?
|Title:||Are some forecasters really better than others?||Authors:||D'Agostino, Antonello
|Permanent link:||http://hdl.handle.net/10197/2645||Date:||Apr-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.||Funding Details:||Not applicable||Type of material:||Working Paper||Publisher:||University College Dublin. School of Economics||Keywords:||Forecasting;Bootstrap||Subject LCSH:||Economic forecasting--Evaluation
|Language:||en||Status of Item:||Not peer reviewed|
|Appears in Collections:||Economics Working Papers & Policy Papers|
Show full item record
Page view(s) 20124
This item is available under the Attribution-NonCommercial-NoDerivs 3.0 Ireland. No item may be reproduced for commercial purposes. For other possible restrictions on use please refer to the publisher's URL where this is made available, or to notes contained in the item itself. Other terms may apply.