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008250520t20252025oncd    ob   f|0| 0 eng d
040 |aCaOODSP|beng|erda|cCaOODSP
041 |aeng|beng|bfre
043 |an-cn---
0861 |aFB3-5/2025-14E-PDF
1001 |aLütkepohl, Helmut, |eauthor.
24510|aPartial identification of heteroskedastic structural vector autoregressions : |btheory and Bayesian inference / |cHelmut Lütkepohl, Fei Shang, Luis Uzeda, Tomasz Woźniak.
264 1|a[Ottawa] : |bBank of Canada = Banque du Canada, |c2025.
264 4|c©2025
300 |a1 online resource (ii, 61 pages) : |bcharts.
336 |atext|btxt|2rdacontent
337 |acomputer|bc|2rdamedia
338 |aonline resource|bcr|2rdacarrier
4901 |aStaff working paper = Document de travail du personnel, |y1701-9397 ; |v2025-14
500 |a"Last updated: May 9, 2025."
504 |aIncludes bibliographical references.
520 |a"We consider structural vector autoregressions that are identified through stochastic volatility. Our analysis focuses on whether a particular structural shock can be identified through heteroskedasticity without imposing any sign or exclusion restrictions. Three contributions emerge from our exercise: (i) a set of conditions that ensures the matrix containing structural parameters is either partially or globally unique; (ii) a shrinkage prior distribution for the conditional variance of structural shocks, centred on the hypothesis of homoskedasticity; and (iii) a statistical procedure for assessing the validity of the conditions outlined in (i). Our shrinkage prior ensures that the evidence for identifying a structural shock relies predominantly on the data and is less influenced by the prior distribution. We demonstrate the usefulness of our framework through a fiscal structural model and a series of simulation exercises"--Abstract, page ii.
546 |aIncludes abstract in French.
650 0|aEconomics|xStatistical methods.
650 0|aFiscal policy.
650 6|aÉconomie politique|xMéthodes statistiques.
650 6|aPolitique fiscale.
7102 |aBank of Canada, |eauthor.
830#0|aStaff working paper (Bank of Canada)|v2025-14.|w(CaOODSP)9.806221
85640|qPDF|s1.48 MB|uhttps://publications.gc.ca/collections/collection_2025/banque-bank-canada/FB3-5-2025-14-eng.pdf