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
AI Agents for Cash Management in Payment Systems Staff working paper 2025-35 Iñaki Aldasoro, Ajit Desai Can artificial intelligence (AI) think and act like a cash manager? In this paper we explore how generative AI agents can help manage liquidity, prioritize payments and optimize efficiency in real-time gross settlement systems. Content Type(s): Staff research, Staff working papers JEL Code(s): A, A1, A12, C, C7, D, D8, D83, E, E4, E42, E5, E58 Research Theme(s): Financial system, Financial system regulation and oversight, Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Structural challenges, Digitalization and productivity
December 14, 2009 Towards a Stress-Testing Model Consistent with the Macroprudential Approach Financial System Review - December 2009 Céline Gauthier, Alfred Lehar, Moez Souissi Content Type(s): Publications, Financial System Review articles
January 23, 2007 Bank of Canada Review - Winter 2006-2007 Cover page French Provincial Issues in Canada The coins pictured on the cover are part of the National Currency Collection, Bank of Canada. Photography by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
February 24, 2012 A Monetary Policy Framework for All Seasons Remarks Mark Carney U.S. Monetary Policy Forum New York, New York Governor Mark Carney reviews the advantages of Canada’s flexible inflation-targeting regime. Content Type(s): Press, Speeches and appearances, Remarks
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
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
January 11, 2009 Bank of Canada Review - Winter 2008-2009 Cover page Chargex The artefacts on the cover are part of the National Currency Collection of the Bank of Canada. Photography by Gord Carter Content Type(s): Publications, Bank of Canada Review
Financial Inclusion—What’s it Worth? Staff working paper 2016-30 Miguel Ampudia, Michael Ehrmann The paper studies the determinants of being unbanked in the euro area and the United States as well as the effects of being unbanked on wealth accumulation. Based on household-level data from The Eurosystem Household Finance and Consumption Survey and the U.S. Survey of Consumer Finances, it first documents that there are, respectively, 3.6 per cent and 7.5 per cent of unbanked households in the two economies. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D14, G, G2, G21, G28 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Household and business credit