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
Contagion in Dealer Networks Staff working paper 2020-1 Jean-Sébastien Fontaine, Adrian Walton Dealers connect investors who want to buy or sell securities in financial markets. Over time, dealers and investors form trading networks to save time and resources. An emerging field of research investigates how networks form. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, G, G1, G2, G21, L, L1, L14 Research Theme(s): Financial markets and funds management, Market functioning, Market structure, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
Understanding Inflation Dynamics: The Role of Government Expenditures Staff working paper 2023-30 Chang Liu, Yinxi Xie We study the impact government expenditure has on inflation. We find that changes in government expenditure account for a substantial portion of inflation variations. We also find that inflation and inflation expectations respond negatively to fiscal spending shocks, reaffirming the supply-side channel through which inflation responds to fiscal expansions. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E6, E62, E63 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures
December 23, 2004 A Taxonomy of Market Efficiency Financial System Review - December 2004 Gregory Bauer Content Type(s): Publications, Financial System Review articles
June 13, 2013 Financial System Review - June 2013 The Governing Council judges that the risks to the Canadian financial system have decreased somewhat relative to the December FSR, but that the overall level of risk remains high. The key risks are similar to those highlighted in December, and emanate primarily from the external environment. Content Type(s): Publications, Financial Stability Report
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
December 23, 2002 Financial System Review - December 2002 The financial system, which consists of financial institutions, financial markets, and clearing and settlement systems, lays an important role in a nation’s economy. Sound and efficientfinancial systems can make a significant contribution to economic growth. Content Type(s): Publications, Financial Stability Report
Relationships in the Interbank Market Staff working paper 2016-33 Jonathan Chiu, Cyril Monnet In the interbank market, banks will sometimes trade below the central bank's deposit rate. We explain this anomaly using a theory based on market frictions and relationship lending. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E5 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Models and tools, Economic models, Monetary policy, Monetary policy tools and implementation
November 17, 2016 Commodity Price Supercycles: What Are They and What Lies Ahead? Bank of Canada Review - Autumn 2016 Bahattin Buyuksahin, Kun Mo, Konrad Zmitrowicz Because commodity prices help determine Canada’s terms of trade, employment, income and, ultimately, inflation, it is important to understand what causes them to fluctuate. Since the early 1900s, there have been four commodity price supercycles—which we define as extended periods of boom and bust that can take decades to complete. Now in its downswing phase, the current supercycle started after growth in China and other emerging-market economies in the mid-1990s resulted in an unexpected demand shock. The extent of this downswing depends on numerous factors that are presently uncertain. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): C, C1, Q, Q1, Q4, Q41
September 20, 2022 Macroeconomics of the 2020s: What we’ve learned, and what’s to come Remarks Paul Beaudry University of Waterloo Faculty of Arts Distinguished Lecture in Economics Waterloo, Ontario Deputy Governor Paul Beaudry discusses the macroeconomic lessons we’ve learned during the COVID-19 pandemic, and what lies ahead to bring inflation back to target. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Monetary policy, Economy/Economic growth, Inflation, Inflation targeting framework