Quantile VARs and Macroeconomic Risk Forecasting Staff working paper 2025-4 Stéphane Surprenant This paper provides an extensive evaluation of the performance of quantile vector autoregression (QVAR) to forecast macroeconomic risk. Generally, QVAR outperforms standard benchmark models. Moreover, QVAR and QVAR augmented with factors perform equally well. Both are adequate for modeling macroeconomic risks. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C53, C55, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
Effects of macroprudential policy announcements on perceptions of systemic risks Staff analytical note 2025-4 Thibaut Duprey, Victoria Fernandes, Kerem Tuzcuoglu, Ruhani Walia We introduce a history of macroprudential policy (MPP) events in Canada since the 1980s. We document the short-run effects of MPP announcements on market-based measures of systemic risk and find that MPPs can influence the market’s perception of large banks’ resilience. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E5, E58, G, G2, G21, G28, G3, G32 Research Theme(s): Financial system, Financial stability and systemic risk, Financial system regulation and oversight
August 19, 2010 Conference Summary: New Frontiers in Monetary Policy Design Bank of Canada Review - Summer 2010 Robert Amano, Kevin Devereux, Rhys R. Mendes Although the current inflation-targeting regime has served Canadians well, sound public policy demands the continuous exploration of possible improvements in the monetary policy framework. Content Type(s): Publications, Bank of Canada Review articles
December 23, 2005 Financial System Review - December 2005 The financial system makes an important contribution to the welfare of all Canadians. The ability of households and firms to confidently hold and transfer financial assets is one of the fundamental building blocks of the Canadian economy. Content Type(s): Publications, Financial Stability Report
Natural disasters and inflation in Canada Staff analytical note 2025-8 Thibaut Duprey, Victoria Fernandes How do storms, floods and wildfires affect consumer prices? In the short term, natural disasters can significantly increase volatility in Canada-wide inflation. Over the long term, natural disasters influence inflation in shelter prices, especially when provincial output is already weak relative to trend. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E3, E31, Q, Q5, Q54 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Structural challenges, Climate change
Macroprudential FX Regulations: Shifting the Snowbanks of FX Vulnerability? Staff working paper 2018-55 Toni Ahnert, Kristin Forbes, Christian Friedrich, Dennis Reinhardt Can macroprudential foreign exchange (FX) regulations on banks reduce the financial and macroeconomic vulnerabilities created by borrowing in foreign currency? To evaluate the effectiveness and unintended consequences of macroprudential FX regulations, we develop a parsimonious model of bank and market lending in domestic and foreign currency and derive four predictions. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F3, F32, F34, G, G1, G15, G2, G21, G28 Research Theme(s): Financial markets and funds management, International markets and currencies, Financial system, Financial stability and systemic risk, Financial system regulation and oversight
Safe Payments Staff working paper 2020-53 Jonathan Chiu, Mohammad Davoodalhosseini, Janet Hua Jiang, Yu Zhu In a cashless economy, would the private sector invest in the optimal level of safety in a deposit-based payment system? In general, because of externalities, the answer is no. While the private sector could over- or under-invest in safety, the government can use taxes or subsidies to correct private incentives. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E42, E5, E50, G, G2, G21 Research Theme(s): Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments
The Impact of Potential Retail Central Bank Digital Currency on the Canadian Financial System During a Severe Recession Staff analytical paper 2026-30 Sofia Priazhkina This policy note examines how a non-interest-bearing retail central bank digital currency (CBDC) could affect the financial stability of Canada’s systemically important banks during a severe recession. Stress test results show that the banks remain resilient, maintaining key regulatory ratios even under high CBDC demand. Content Type(s): Staff research, Staff analytical paper JEL Code(s): E, E4, E44, E5, E58, E6, E61, G, G0, G01, G2, G21, G28 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Economic models, Money and payments, Digital assets and fintech, Structural challenges, Digitalization and productivity
August 18, 2011 Bank of Canada Review - Summer 2011 This special issue, “Real-Financial Linkages,” examines the Bank’s research using theoretical and empirical models to improve its understanding of the linkages between financial and macroeconomic developments in the wake of the recent global financial crisis. Content Type(s): Publications, Bank of Canada Review
The BoC-BoE Sovereign Default Database: What’s New in 2019? Staff working paper 2019-39 David Beers, Patrisha de Leon-Manlagnit 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, Staff working papers JEL Code(s): F, F3, F34, G, G1, G10, G14, G15 Research Theme(s): Financial markets and funds management, Funds management, Financial system, Financial stability and systemic risk