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 JEL Code(s): C, C3, C32, C5, C53, E, E3, E32, E4, E44, G, G0, G01 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
Trade Flows and Exchange Rates: Importers, Exporters and Products Staff working paper 2019-41 Michael Devereux, Wei Dong, Ben Tomlin Using highly disaggregated transaction-level trade data, we document the importance of new firm-level trade partner relationships and the addition of new products to existing relationships in driving aggregate trade flows. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F1, F4 Research Theme(s): Financial markets and funds management, International markets and currencies, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Structural challenges, International trade, finance and competitiveness
What Drives Episodes of Settlement Fails in the Government of Canada Bond Market? Staff working paper 2017-54 Jean-Sébastien Fontaine, James Pinnington, Adrian Walton We study settlement fails for trades in the Government of Canada bond market. We find that settlement fails do not occur independently. Using a novel and comprehensive dataset, we examine three drivers of fails. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, G, G1, G2, G21, L, L1 Research Theme(s): Financial markets and funds management, Market functioning, Money and payments, Payment and financial market infrastructures
The Neutral Rate in Canada: 2018 Estimates Staff analytical note 2018-22 Xin Scott Chen, José Dorich The neutral nominal policy rate serves as a benchmark for assessing the degree of monetary stimulus and provides a medium- to long-run anchor for the policy rate. Since quantitative measures of the neutral rate are subject to considerable uncertainty, Bank staff rely on four different approaches to estimate the Canadian neutral rate. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E4, E40, E43, E5, E50, E52, E58, F, F4, F41 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
December 10, 2013 Margining for Non-Centrally Cleared Over-the-Counter Derivatives Financial System Review - December 2013 Nikil Chande, Stéphane Lavoie, Thomas Thorn Content Type(s): Publications, Financial System Review articles
Who Pays? CCP Resource Provision in the Post-Pittsburgh World Staff discussion paper 2017-17 Jorge Cruz Lopez, Mark Manning At the Pittsburgh Summit in 2009, G20 countries announced their commitment to clear all standardized over-the-counter (OTC) derivatives through central counterparties (CCPs). Since then, CCPs have become increasingly important and there has been an extensive program of regulatory enhancements to both them and OTC derivatives markets. Content Type(s): Staff research, Staff discussion papers JEL Code(s): G, G0, G01, G2, G28 Research Theme(s): Financial markets and funds management, Market structure, Financial system, Financial stability and systemic risk, Financial system regulation and oversight, Money and payments, Payment and financial market infrastructures
January 24, 2012 Sectoral Default Rates under Stress: The Importance of Non-Linearities Financial System Review - June 2007 Miroslav Misina, David Tessier Content Type(s): Publications, Financial System Review articles
June 8, 2017 Financial System Review - June 2017 This issue of the Financial System Review reflects the Bank’s judgment that household indebtedness and housing market imbalances–the most important vulnerabilities for the Canadian financial system–have moved higher over the past six months. However, the financial system remains resilient, and macroeconomic conditions continue to improve. Other vulnerabilities discussed in this FSR are fragile fixed-income market liquidity and the capacity of an interconnected financial system to mitigate cyber threats. Content Type(s): Publications, Financial Stability Report
Consumers’ Path to Mortgage Delinquency Staff analytical paper 2026-3 Laura Zhao, Jia Qi Xiao, Aidan Witts Analyzing TransUnion data from 2015–2024, this study identifies a systematic timeline of distress where rising credit utilization and non-mortgage arrears precede mortgage delinquency by up to two years. This deterioration intensifies in the final six months, providing a robust suite of high-frequency indicators for monitoring emerging household stress. Content Type(s): Staff research, Staff analytical paper JEL Code(s): D, D1, D14, G, G2, G21, G5, G51 Research Theme(s): Financial system, Financial system regulation and oversight, Household and business credit
How to Manage Macroeconomic and Financial Stability Risks: A New Framework Staff analytical note 2018-11 Alexander Ueberfeldt, Thibaut Duprey Financial system vulnerabilities increase the downside risk to future GDP growth. Macroprudential tightening significantly reduces financial stability risks associated with vulnerabilities. Monetary policy faces a trade-off between financial stability and macroeconomic risks. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E4, E44, E5, E52, E58, G, G0, G01 Research Theme(s): Financial system, Financial stability and systemic risk, Financial system regulation and oversight, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission