Arbeitspapier
Infinite-variance, alpha-stable shocks in monetary SVAR: Final working-paper version
This paper adumbrates a theory of what might be going wrong in the monetary SVAR literature and provides supporting empirical evidence. The theory is that macroeconomists may be attempting to identify structural forms that do not exist, given the true distribution of the innovations in the reduced-form VAR. The paper shows that this problem occurs whenever (1) some innovation in the VAR has an infinite-variance distribution and (2) the matrix ofcoefficients on the contemporaneous terms in the VAR's structural form is nonsingular. Since (2) is almost always required for SVAR analysis, it is germane to test hypothesis (1). Hence, in this paper, we fit a-stable distributions to VAR residuals and, using a parametric-bootstrap method, test the hypotheses that each of the error terms has finite variance.
- Sprache
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Englisch
- Erschienen in
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Series: Working Paper ; No. 682
- Klassifikation
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Wirtschaft
Multiple or Simultaneous Equation Models: Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
Specific Distributions; Specific Statistics
Econometric Modeling: General
Prices, Business Fluctuations, and Cycles: General (includes Measurement and Data)
Monetary Policy
- Thema
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vector autoregression
Lévy-stable distribution
infinite variance
monetary policy shocks
heavy-tailed error terms
factorization
impulse-response function
- Ereignis
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Geistige Schöpfung
- (wer)
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Hannsgen, Greg
- Ereignis
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Veröffentlichung
- (wer)
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Levy Economics Institute of Bard College
- (wo)
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Annandale-on-Hudson, NY
- (wann)
-
2011
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:45 MEZ
Datenpartner
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Objekttyp
- Arbeitspapier
Beteiligte
- Hannsgen, Greg
- Levy Economics Institute of Bard College
Entstanden
- 2011