Arbeitspapier
Narrative restrictions and proxies
We compare two approaches to using information about the signs of structural shocks at specific dates within a structural vector autoregression (SVAR): imposing 'narrative restrictions' (NR) on the shock signs in an otherwise setidentified SVAR; and casting the information about the shock signs as a discretevalued 'narrative proxy' (NP) to point-identify the impulse responses. The NP is likely to be 'weak' given that the sign of the shock is typically known in a small number of periods, in which case the weak-proxy robust confidence intervals in Montiel-Olea et al. (2021) are the natural approach to conducting inference. However, we show both theoretically and via Monte Carlo simulations that these confidence intervals have distorted coverage - which may be higher or lower than the nominal level - unless the sign of the shock is known in a large number of periods. Regarding the NR approach, we show that the prior-robust Bayesian credible intervals from Giacomini et al. (2021a) deliver coverage exceeding the nominal level, but which converges towards the nominal level as the number of NR increases.
- Sprache
-
Englisch
- Erschienen in
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Series: cemmap working paper ; No. CWP09/22
- Klassifikation
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Wirtschaft
- Ereignis
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Geistige Schöpfung
- (wer)
-
Giacomini, Raffaella
Kitagawa, Toru
Read, Matthew
- Ereignis
-
Veröffentlichung
- (wer)
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Centre for Microdata Methods and Practice (cemmap)
- (wo)
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London
- (wann)
-
2022
- DOI
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doi:10.47004/wp.cem.2022.0922
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:44 MEZ
Datenpartner
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Objekttyp
- Arbeitspapier
Beteiligte
- Giacomini, Raffaella
- Kitagawa, Toru
- Read, Matthew
- Centre for Microdata Methods and Practice (cemmap)
Entstanden
- 2022