Financial Shocks and the Output Growth Distribution Staff Working Paper 2025-25 Francois-Michel Boire, Thibaut Duprey, Alexander Ueberfeldt This paper studies how financial shocks shape the distribution of output growth by introducing a quantile-augmented vector autoregression (QAVAR), which integrates quantile regressions into a structural VAR framework. The QAVAR preserves standard shock identification while delivering flexible, nonparametric forecasts of conditional moments and tail risk measures for gross domestic product. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Econometric and statistical methods, Financial markets, Financial stability, Monetary and financial indicators JEL Code(s): C, C3, C32, C5, C53, E, E3, E32, E4, E44, G, G0, G01
Information Contagion and Systemic Risk Staff Working Paper 2017-29 Co-Pierre Georg, Toni Ahnert We examine the effect of ex-post information contagion on the ex-ante level of systemic risk defined as the probability of joint bank default. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability JEL Code(s): G, G0, G01, G1, G11, G2, G21
BoC–BoE Sovereign Default Database: Methodology, Assumptions and Sources Technical Report No. 117 David Beers, Elliot Jones, John Walsh Until recently, few efforts have been made to systematically measure and aggregate the nominal value of the different types of sovereign government debt in default. To help fill this gap, the Bank of Canada (BoC) developed a comprehensive database of sovereign defaults that is posted on its website and updated in partnership with the Bank of England (BoE). Content Type(s): Staff research, Technical reports Research Topic(s): Debt management, Development economics, Financial institutions, International financial markets JEL Code(s): F, F3, F34, G, G1, G10, G14, G15
'Lean' versus 'Rich' Data Sets: Forecasting during the Great Moderation and the Great Recession Staff Working Paper 2010-37 Marco J. Lombardi, Philipp Maier We evaluate forecasts for the euro area in data-rich and ‘data-lean' environments by comparing three different approaches: a simple PMI model based on Purchasing Managers' Indices (PMIs), a dynamic factor model with euro area data, and a dynamic factor model with data from the euro plus data from national economies (pseudo-real time data). Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47
Financial Conditions Indexes for Canada Staff Working Paper 2004-22 Céline Gauthier, Christopher Graham, Ying Liu The authors construct three financial conditions indexes (FCIs) for Canada based on three approaches: an IS-curve-based model, generalized impulse-response functions, and factor analysis. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary and financial indicators, Monetary conditions index JEL Code(s): E, E4, E44, E5, E52
June 9, 2022 Financial System Review—2022 Tiff Macklem, Carolyn Rogers, Timothy Lane, Lawrence L. Schembri, Paul Beaudry, Toni Gravelle, Sharon Kozicki The Canadian financial system remains resilient, but vulnerabilities have become more complex and risks have grown. The Bank is carefully watching households’ high levels of mortgage debt, as well as the risks associated with a price correction in Canada’s housing market. Content Type(s): Publications, Financial Stability Report
Consumer Cash Usage: A Cross-Country Comparison with Payment Diary Survey Data Staff Working Paper 2014-20 John Bagnall, David Bounie, Kim Huynh, Anneke Kosse, Tobias Schmidt, Scott Schuh, Helmut Stix We measure consumers’ use of cash by harmonizing payment diary surveys from seven countries. The seven diary surveys were conducted in 2009 (Canada), 2010 (Australia), 2011 (Austria, France, Germany and the Netherlands), and 2012 (the United States). Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods, Financial services JEL Code(s): D, D1, D12, E, E4, E41, E5, E58
Following the Money: Evidence for the Portfolio Balance Channel of Quantitative Easing Staff Working Paper 2018-33 Itay Goldstein, Jonathan Witmer, Jing Yang Recent research suggests that quantitative easing (QE) may affect a broad range of asset prices through a portfolio balance channel. Using novel security-level holding data of individual US mutual funds, we establish evidence that portfolio rebalancing occurred both within and across funds. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy, Monetary policy implementation, Monetary policy transmission JEL Code(s): E, E5, E58, G, G2, G23
What Drives Bank-Intermediated Trade Finance? Evidence from Cross-Country Analysis Staff Working Paper 2015-8 Jose Maria Serena, Garima Vasishtha Empirical work on the underlying causes of the recent dislocations in bank-intermediated trade finance has been limited by the poor availability of hard data. This paper analyzes the key determinants of bank-intermediated trade finance using a novel data set covering ten banking jurisdictions. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International financial markets, International topics JEL Code(s): F, F1, F14, F19
The Ecology of Automated Market Makers Staff Discussion Paper 2024-12 Annetta Ho, Cosmin Cazan, Andrew Schrumm This paper describes the ecology of automated market makers, which are the most popular decentralized exchange model for the pricing and trading of crypto assets within decentralized finance. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Digital currencies and fintech, Financial markets, Financial stability, Financial system regulation and policies JEL Code(s): G, G1, G2