Implications of dynamic factor models for VAR analysis:

"This paper considers VAR models incorporating many time series that interact through a few dynamic factors. Several econometric issues are addressed including estimation of the number of dynamic factors and tests for the factor restrictions imposed on the VAR. Structural VAR identification bas...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Stock, James H. (VerfasserIn), Watson, Mark W. 1952- (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Cambridge, Mass. National Bureau of Economic Research 2005
Schriftenreihe:National Bureau of Economic Research <Cambridge, Mass.>: NBER working paper series 11467
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Zusammenfassung:"This paper considers VAR models incorporating many time series that interact through a few dynamic factors. Several econometric issues are addressed including estimation of the number of dynamic factors and tests for the factor restrictions imposed on the VAR. Structural VAR identification based on timing restrictions, long run restrictions, and restrictions on factor loadings are discussed and practical computational methods suggested. Empirical analysis using U.S. data suggest several (7) dynamic factors, rejection of the exact dynamic factor model but support for an approximate factor model, and sensible results for a SVAR that identifies money policy shocks using timing restrictions"--National Bureau of Economic Research web site.
Beschreibung:65 S. graph. Darst.