Comparison of Bayesian and Sample Theory Parametric and Semiparametric Binary Response Models Staff working paper 2022-31 Xiangjin Shen, Iskander Karibzhanov, Hiroki Tsurumi, Shiliang Li We use graphic processing unit computing to compare Bayesian and sample theory semiparametric binary response models. Our findings show that optimal bandwidth does not outperform regular bandwidth in binary semiparametric models. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C14, C3, C35, C5, C51, C6, C63, D, D1 Research Theme(s): Financial system, Household and business credit, Models and tools, Econometric, statistical and computational methods
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
June 14, 2012 The Resolution of Systemically Important Financial Institutions Financial System Review - June 2012 Alexandra Lai, Adi Mordel Content Type(s): Publications, Financial System Review articles
On the Nexus of Monetary Policy and Financial Stability: Effectiveness of Macroprudential Tools in Building Resilience and Mitigating Financial Imbalances Staff discussion paper 2016-11 H. Evren Damar, Miguel Molico This paper reviews the Canadian and international evidence of the effectiveness of macroprudential policy measures in building resilience and mitigating financial imbalances. The analysis concludes that these measures have broadly achieved their goal of increasing the overall resilience of the financial system to the buildup of imbalances and increasing the financial system’s ability to withstand adverse shocks. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E5, E51, E58, G, G1, G18, G2, G28 Research Theme(s): Financial system, Financial stability and systemic risk, Financial system regulation and oversight, Household and business credit
July 22, 2011 Global Financial Reform: Maintaining the Momentum Remarks Tiff Macklem G-20 Workshop on 7 July 2011 Paris, France In his remarks entitled Global Financial Reform: Maintaining the Momentum, delivered to the G-20 workshop organized by the Australian Treasury in Paris on 7 July 2011, Senior Deputy Governor Tiff Macklem reviews the achievements toward a more resilient financial system and the challenges related to oversight and regulation, and reducing contagion and harmful spillovers. Content Type(s): Press, Speeches and appearances, Remarks
Macroeconomic Disasters and Consumption Smoothing: International Evidence from Historical Data Staff working paper 2023-4 Lorenzo Pozzi, Barbara Sadaba Does consumption smoothing fundamentally decrease during macroeconomic disasters? This paper uses a large historical dataset (1870–2016) for 16 industrial economies to show that during macroeconomic disasters (e.g., wars, pandemics, depressions) aggregate consumption and income are significantly less decoupled than during normal times. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C23, E, E2, E21 Research Theme(s): Financial system, Household and business credit, Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
Central Bank Crisis Interventions and the Term Structure of Market Fear Staff working paper 2026-17 Mattia Bevilacqua, Jon Danielsson, Lerby Ergun, Andreas Uthemann, Jean-Pierre Zigrand How do central bank crisis interventions calm market fears? Using options data, we measure the perceived risk of large asset price drops across horizons from two weeks to ten years. Studying the Fed's response to the 2020 turmoil, we find asset purchases reduce short-term fears while interest rate actions shape long-term expectations. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C58, E, E5, E58, G, G0, G01, G1, G12, G15 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods
Time Use and Consumption Expenditures Staff working paper 2026-29 Daniela Hauser, Stefano Gnocchi, Laure Simon This paper shows that consumption activities toward which households reallocate more time in recessions see larger expenditure declines, revealing a systematic link between time-use and expenditure cyclicality. A two-sector New Keynesian model shows this time-expenditure substitution explains roughly forty percent of consumption's response to monetary policy shocks. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D12, E, E2, E21, E3, E32, E5, E52, J, J2, J22 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
Equilibrium in Two-Sided Markets for Payments: Consumer Awareness and the Welfare Cost of the Interchange Fee Staff working paper 2022-15 Kim Huynh, Gradon Nicholls, Oleksandr Shcherbakov We construct and estimate a structural two-stage model of equilibrium in a market for payments in order to quantify the network externalities and identify the main determinants of consumer and merchant decisions. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C51, D, D1, D12, E, E4, E42, L, L1, L14 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Payment and financial market infrastructures, Retail payments
November 18, 2010 Trends in Issuance: Underlying Factors and Implications Bank of Canada Review - Autumn 2010 Jonathan Witmer Trends in debt issuance have changed significantly over the past decade, both prior to the financial crisis and subsequently. Content Type(s): Publications, Bank of Canada Review articles