Back to Search Start Over

Do Data Revisions Matter for DSGE Estimation?

Authors :
GIVENS, GREGORY E.
Source :
Journal of Money, Credit & Banking (John Wiley & Sons, Inc.); Sep2017, Vol. 49 Issue 6, p1385-1407, 23p, 6 Charts, 4 Graphs
Publication Year :
2017

Abstract

This paper checks whether the coefficient estimates of a famous dynamic stochastic general equilibrium (DSGE) model are robust to macroeconomic data revisions. The effects of revisions are captured by rerunning the estimation on a real-time data set compiled using the latest time series available each quarter from 1997 through 2015. Results show that estimates of the structural parameters are generally robust to changes in the data that have occurred over the past 20 years. By comparison, standard error estimates are more sensitive to revisions. The latter implies that judgments about the statistical significance of certain parameters depend on which data vintage is used for estimation. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00222879
Volume :
49
Issue :
6
Database :
Complementary Index
Journal :
Journal of Money, Credit & Banking (John Wiley & Sons, Inc.)
Publication Type :
Academic Journal
Accession number :
124586778
Full Text :
https://doi.org/10.1111/jmcb.12418