Work

Comparing predictive accuracy in small samples

Year: 2015
Type: preprint
Abstract: We consider fixed-b and fixed-m asymptotics for the Diebold and Mariano (1995) test of predictive accuracy. We show that this approach allows to obtain predictive accuracy tests that are correctly sized even in small samples. We apply the alternative asympotics for the Diebold and Mariano (1995) test to evaluate the predictive accuracy of the Survey of Professional Forecasters (SPF) against a simple random walk. Our results show that the predictive ability of the SPF was partially spurious, especially in the last decade.
Language: English
Open Access status: green
OpenAlex ID: W2253364148
Cites: 12
Cited by: 1
Related to: 10