Do Any Economists Have Superior Forecasting Skills?
Allan Timmermann,
Ritong Qu and
Yinchu Zhu ()
No 14112, CEPR Discussion Papers from C.E.P.R. Discussion Papers
Abstract:
To answer this question, we develop new testing methods for identifying superior forecasting skills in settings with arbitrarily many forecasters, outcome variables, and time periods. Our methods allow us to address if any economists had superior forecasting skills for any variables or at any point in time while carefully controlling for the role of “luck†which can give rise to false discoveries when large numbers of forecasts are evaluated. We propose new hypotheses and test statistics that can be used to identify specialist, generalist, and event-specific skills in forecasting performance. We apply our new methods to a large set of Bloomberg survey forecasts of US economic data show that, overall, there is very little evidence that any individual forecasters can beat a simple equal-weighted average of peer forecasts.
Keywords: Economic forecasting; Superior predictive skills; Multiple testing; Bloomberg survey (search for similar items in EconPapers)
Date: 2019-11
New Economics Papers: this item is included in nep-ecm, nep-ets and nep-hpe
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Citations: View citations in EconPapers (7)
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