Using Regional Economic Indexes to Forecast Tax Bases: Evidence from New York
AbstractThis paper evaluates the use of measures of regional economic activity to forecast tax revenues for New York State and New York City at 3-, 6-, and 12-month horizons. We construct sales- and withholding-tax base series and then apply the methodology of Stock and Watson (1989, 1991) to estimate regional indexes of coincident economic indicators. Employing an out-of-sample forecasting framework, we find that the use of the coincident indexes leads to statistically and economically significant improvements in tax base forecasts compared to those generated from univariate autoregressions. In addition, the coincident indexes produce forecasts that are generally more accurate than forecasts that rely on the use of the coincident indicators separately. Though our analysis focuses on forecasting movements in tax revenue at the state or local level, it is also intended to draw attention to the value the indexes may provide in other applications. © 2005 President and Fellows of Harvard College and the Massachusetts Institute of Technology.
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Bibliographic InfoArticle provided by MIT Press in its journal Review of Economics and Statistics.
Volume (Year): 87 (2005)
Issue (Month): 4 (November)
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- Todd E. Clark & Michael W. McCracken, 2011.
"Tests of equal forecast accuracy for overlapping models,"
Working Papers, Federal Reserve Bank of St. Louis
2011-024, Federal Reserve Bank of St. Louis.
- Todd E. Clark & Michael W. Mccracken, 2014. "Tests Of Equal Forecast Accuracy For Overlapping Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., John Wiley & Sons, Ltd., vol. 29(3), pages 415-430, 04.
- Todd Clark & Michael W. McCracken, 2011. "Tests of equal forecast accuracy for overlapping models," Working Paper, Federal Reserve Bank of Cleveland 1121, Federal Reserve Bank of Cleveland.
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