The DOI matches its Crossref record; 34 of the 34 references it cites were found in a registry or an index.
Sign Restrictions in Structural Vector Autoregressions: A Critical Review
Abstract
The paper provides a review of the estimation of structural vector autoregressions with sign restrictions. It is shown how sign restrictions solve the parametric identification problem present in structural systems but leaves the model identification problem unresolved. A market and a macro model are used to illustrate these points. Suggestions have been made on how to find a unique model. These are reviewed. An analysis is provided of whether one can recover the true impulse responses and what difficulties might arise when one wishes to use the impulse responses found with sign restrictions. (JEL C32, C51, E12)
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Sims, C. A. (1980) · Econometrica · doi:10.2307/1912017 · Cited by 12,727
(2019) · AEA Papers and Proceedings · doi:10.1257/pandp.109.612 · Cited by 10,902
The Dynamic Effects of Aggregate Demand and Supply Disturbances
Blanchard, O. J., & Quah, D. (1988) · National Bureau of Economic Research · doi:10.3386/w2737 · Cited by 3,899
What are the effects of monetary policy on output? Results from an agnostic identification procedure
Uhlig, H. (2005) · Journal of Monetary Economics · doi:10.1016/j.jmoneco.2004.05.007 · Cited by 2,307
Technology, Employment, and the Business Cycle: Do Technology Shocks Explain Aggregate Fluctuations?
Galí, J. (1999) · American Economic Review · doi:10.1257/aer.89.1.249 · Cited by 1,717
What are the effects of fiscal policy shocks?
Mountford, A., & Uhlig, H. (2009) · Journal of Applied Econometrics · doi:10.1002/jae.1079 · Cited by 1,349
Specification Searches: Ad Hoc Inference with Non-Experimental Data.
Richard, J.-F., & Leamer, E. E. (1981) · Economica · doi:10.2307/2553491 · Cited by 1,114
Monetary disturbances matter for business fluctuations in the G-7
Canova, F., & Nicoló, G. D. (2002) · Journal of Monetary Economics · doi:10.1016/s0304-3932(02)00145-9 · Cited by 750
How Well Does The IS-LM Model Fit Postwar U. S. Data?
Gali, J. (1992) · The Quarterly Journal of Economics · doi:10.2307/2118487 · Cited by 652
Time series analysis and simultaneous equation econometric models
Zellner, A., & Palm, F. (1974) · Journal of Econometrics · doi:10.1016/0304-4076(74)90028-1 · Cited by 646
Research works printed but not linked: 16
- 10.1016/j.jmoneco.2008.09.010 · doi:10.1016/j.jmoneco.2008.09.010
- 10.1353/mcb.2006.0056 · doi:10.1353/mcb.2006.0056
- Francis Neville R, 2003, Louis Review, 85, 53
- 10.1002/jae.1111 · doi:10.1002/jae.1111
- 10.1257/0002828041302389 · doi:10.1257/0002828041302389
- Jääskelä Jarkko, 2010, Reserve Bank of Australia Economic Research Department Research Discussion Paper, 2010
- Jarociński Marek, 2008, Louis Review, 90, 339
- 10.1016/j.jeconom.2005.11.007 · doi:10.1016/j.jeconom.2005.11.007
- 10.1007/s10290-007-0110-3 · doi:10.1007/s10290-007-0110-3
- 10.1016/j.jedc.2008.01.006 · doi:10.1016/j.jedc.2008.01.006
- 10.2202/1935-1690.1543 · doi:10.2202/1935-1690.1543
- 10.1111/j.1468-2354.2009.00546.x · doi:10.1111/j.1468-2354.2009.00546.x
- Preston Alan J, 1978, A. R. Bergstrom, A. J. l. Catt, M. H. Peston, and B. D. J. Silverstone, 275
- 10.1016/j.jmacro.2007.12.003 · doi:10.1016/j.jmacro.2007.12.003
- Rubio-Ramirez Juan Francisco, 2005, Federal Reserve Bank of Atlanta Working Paper, 2005
- Wold Herman O. A., 1951, Sankhy_a, 11, 205
Cited by
THE ROLE OF INVENTORIES AND SPECULATIVE TRADING IN THE GLOBAL MARKET FOR CRUDE OIL
Kilian, L., & Murphy, D. P. (2014) · Journal of Applied Econometrics · doi:10.1002/jae.2322 · Cited by 1,472
WHY AGNOSTIC SIGN RESTRICTIONS ARE NOT ENOUGH: UNDERSTANDING THE DYNAMICS OF OIL MARKET VAR MODELS
Kilian, L., & Murphy, D. P. (2012) · Journal of the European Economic Association · doi:10.1111/j.1542-4774.2012.01080.x · Cited by 544
The Role of Speculation in Oil Markets: What Have We Learned So Far?
Fattouh, B., Kilian, L., & Mahadeva, L. (2013) · The Energy Journal · doi:10.5547/01956574.34.3.2 · Cited by 491
Baumeister, C., & Peersman, G. (2013) · Journal of Applied Econometrics · doi:10.1002/jae.2283 · Cited by 405
Fiscal policy in good and bad times
Candelon, B., & Lieb, L. (2013) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2013.09.001 · Cited by 84
Metadata
- Authors
- Fry, R., & Pagan, A.
- Venue
- Journal of Economic Literature
- Publisher
- American Economic Association
- Published
- 2011-12-01
- Volume
- 49
- Issue
- 4
- Pages
- 938-960
- ISSN
- 0022-0515 (ISSN-L)
- OpenAlex
- W2022589678
- Cited by
- 688
- References
- 34
- FWCI
- 133.65
- Type
- journal article
- Language
- en
- Open access
- closed
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