Assessing the historical accuracy of regional economic forecasts

Assessing the historical accuracy of regional economic forecasts

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Article ID: iaor19962301
Country: United Kingdom
Volume: 15
Issue: 1
Start Page Number: 19
End Page Number: 36
Publication Date: Jan 1996
Journal: International Journal of Forecasting
Authors: ,
Keywords: economics
Abstract:

This study addresses for the first time systematic evaluation of a widely used class of forecasts, regional economic forecasts. Ex ante regional structural equation model forecasts are analysed for 19 metropolitan areas. One- to ten-quarter-ahead forecasts are considered and the seven-year sample spans a complete business cycle. Counter to previous speculation in the literature, (1) dependency on macroeconomic forecasting model inputs does not substantially erode accuracy relative to univariate extrapolative methodologies and (2) stochastic time series models do not on average, yield more accurate regional economic predictions than structural models. Similar to findings in other studies, clear preferences among extrapolative methodologies do not emerge. Most general conclusions, however, are subject to caveats based on step-length effects and region-specific effects.

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