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
December 14, 1999 Trends in Canada's Merchandise Trade Bank of Canada Review - Winter 1999–2000 Richard Dion The author examines aspects of Canada's trade performance in light of the major trends seen in world trade over the past several decades. Canada has become more integrated with the world economy, and this openness is evident from its greater export orientation, its heavier reliance on imported inputs, and more exposure to foreign competition in its domestic markets. The author analyzes the composition of Canadian trade and the trend towards increasing two-way trade in similar products. He also looks at the increasing integration of trade within regions, which for Canada has meant a greater concentration of exports with the United States. Content Type(s): Publications, Bank of Canada Review articles
January 10, 2011 Household Finances and Economic Growth Remarks Agathe Côté Canadian Club of Kingston Kingston, Ontario Why does household financial health matter to the Bank of Canada? It matters because how Canadians spend and how much they spend affect both the conduct of monetary policy and the stability of the financial system. Content Type(s): Press, Speeches and appearances, Remarks
December 23, 2004 Pre-Bid Run-Ups Ahead of Canadian Takeovers: How Big Is the Problem? Financial System Review - December 2004 Michael R. King, Maksym Padalko Content Type(s): Publications, Financial System Review articles
December 11, 2012 Guidance Remarks Mark Carney CFA Society Toronto Toronto, Ontario Bank of Canada Governor Mark Carney speaks about central bank policy guidance. Content Type(s): Press, Speeches and appearances, Remarks
Benchmarks for assessing labour market health: 2023 update Staff analytical note 2023-7 Erik Ens, Kurt See, Corinne Luu We enhance benchmarks for assessing strength in the Canadian labour market. We find the labour market remains tight despite recent strong increases in labour supply, including among prime-working-age women. We also assess the anticipated easing in labour conditions in a context of high population growth. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E24, J, J2, J21, J6 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
May 13, 2014 Measuring Uncertainty in Monetary Policy Using Realized and Implied Volatility Bank of Canada Review - Spring 2014 Bo Young Chang, Bruno Feunou Uncertainty surrounding the Bank of Canada’s future policy rates is measured using implied volatility computed from interest rate options and realized volatility computed from intraday prices of interest rate futures. Both volatility measures show that uncertainty decreased following major policy actions taken by the Bank in response to the 2007–09 financial crisis. Findings also indicate that, on average, uncertainty decreases following the Bank’s policy rate announcements. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E5, E52, E58
May 15, 1999 Recent developments in the monetary aggregates and their implications Bank of Canada Review - Spring 1999 Joseph Atta-Mensah, Loretta Nott In its conduct of monetary policy, the Bank of Canada carefully monitors the pace of monetary expansion for indications about the outlook for inflation and economic activity. In recent years, a number of factors have distorted the growth of the traditional broad and narrow aggregates. In this article, the authors discuss the uncertainty surrounding the classification of deposit instruments that has resulted from the elimination of reserve requirements and from other financial innovations. They introduce two new measures of transactions balances, M1+ and M1++ (described more fully in a technical note in this issue of the Review), that internalize some of the substitutions that have occurred. They attribute the deceleration in M1 growth in 1998 partly to the declining influence of special factors, partly to a lagged response to interest rate increases in 1997 and early 1998, and partly to some temporary tightening in credit conditions in the autumn of 1998. The broad monetary aggregate M2++, which includes all personal savings deposits, life insurance annuities, and mutual funds, grew at a steady pace in 1998, presaging growth of about 4 to 5 per cent in total dollar spending and inflation inside the target range. Content Type(s): Publications, Bank of Canada Review articles
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
Decentralized finance: Innovations and challenges Staff analytical note 2023-15 Jonathan Chiu, Hanna Yu Decentralized finance surged in popularity around 2020. We explore its value and limitations and highlight some potential regulatory concerns. Content Type(s): Staff research, Staff analytical notes JEL Code(s): G, G1, G2 Research Theme(s): Financial system, Financial stability and systemic risk, Money and payments, Digital assets and fintech, Payment and financial market infrastructures