Estimating Systematic Risk Under Extremely Adverse Market Conditions Staff Working Paper 2016-22 Maarten van Oordt, Chen Zhou This paper considers the problem of estimating a linear model between two heavy-tailed variables if the explanatory variable has an extremely low (or high) value. We propose an estimator for the model coefficient by exploiting the tail dependence between the two variables and prove its asymptotic properties. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C14, G, G0, G01
High-Frequency Trading Competition Staff Working Paper 2014-19 Jonathan Brogaard, Corey Garriott, Anna Pomeranets We analyze trading dynamics as successive high-frequency trading (HFT) firms begin to trade stocks in an equity market. Entrants compete with incumbents for volume, and there is crowding out. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Market structure and pricing JEL Code(s): G, G1, G14, G2, G20, L, L1
Assessing the Impact of Demographic Composition on Productivity Staff Discussion Paper 2025-3 Justin-Damien Guénette, Lin Shao We examine how demographic factors influence potential output, focusing on how the age distribution of the working-age population and the old-age dependency ratio affect aggregate productivity. Following Feyrer (2007), we emphasize that the contribution to aggregate productivity varies by age group, with middle-aged individuals (aged 40 to 49) being the most productive. Content Type(s): Staff research, Staff discussion papers Research Topic(s): International topics, Potential output, Productivity JEL Code(s): J, J1, J11, O, O4, O47, O5, O51
The Intergenerational Correlation of Employment: Is There a Role for Work Culture? Staff Working Paper 2019-33 Gabriela Galassi, David Koll, Lukas Mayr We document a substantial positive correlation of employment status between mothers and their children in the United States, linking data from the National Longitudinal Survey of Youth 1979 (NLSY79) and the NLSY79 Children and Young Adults. After controlling for ability, education and wealth, a one-year increase in a mother’s employment is associated with six weeks more employment of her child on average. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Economic models, Labour markets JEL Code(s): E, E2, E24, J, J2, J21, J22, J6, J62
Regime Shifts in the Indicator Properties of Narrow Money in Canada Staff Working Paper 2006-6 Tracy Chan, Ramdane Djoudad, Jackson Loi Financial innovations and the removal of the reserve requirements in the early 1990s have made the distinction between demand and notice deposits arbitrary. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary aggregates JEL Code(s): E, E4, E40, E42, E5, E50
Limiting Sender’s Information in Bayesian Persuasion Staff Working Paper 2019-10 Shota Ichihashi This paper studies how the outcome of Bayesian persuasion depends on a sender’s information. I study a game in which, prior to the sender’s information disclosure, the designer can restrict the most informative signal that the sender can generate. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): D, D8, D82, D83
Fintech: Is This Time Different? A Framework for Assessing Risks and Opportunities for Central Banks Staff Discussion Paper 2017-10 Meyer Aaron, Francisco Rivadeneyra, Samantha Sohal We investigate the risks and opportunities to the mandates of central banks arising from fintech developments. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Digital currencies and fintech, Financial institutions, Payment clearing and settlement systems JEL Code(s): E, E4, E42, G, G1, G2, L, L1
Corporate investment and monetary policy transmission in Canada Staff Analytical Note 2020-26 Min Jae Kim, Jonathan Witmer Unexpected changes in interest rates lead small firms to materially change their investment rate. Large firms, in contrast, show a smaller response. This suggests both that financial conditions are an important channel for transmitting monetary policy and that firm characteristics can help us better understand fluctuations in business investment. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Firm dynamics, Monetary policy, Monetary policy transmission JEL Code(s): D, D2, D22, D9, D92, G, G3, G31, G32
The 1975–78 Anti-Inflation Program in Retrospect Staff Working Paper 2005-43 John Sargent The author provides an overview of the 1975–78 Anti-Inflation Program (AIP), in a background document prepared for a seminar organized by the Bank of Canada to mark the AIP's 30th anniversary. Content Type(s): Staff research, Staff working papers Research Topic(s): Credibility, Fiscal policy, Inflation and prices, Inflation targets, Monetary policy framework, Monetary policy implementation JEL Code(s): E, E3, E31, E5, E52, E6, E63, E64, E65
The MacroFinancial Risk Assessment Framework (MFRAF), Version 2.0 Technical Report No. 111 Jose Fique This report provides a detailed technical description of the updated MacroFinancial Risk Assessment Framework (MFRAF), which replaces the version described in Gauthier, Souissi and Liu (2014) as the Bank of Canada’s stress-testing model for banks with a focus on domestic systemically important banks (D-SIBs). Content Type(s): Staff research, Technical reports Research Topic(s): Financial stability, Financial system regulation and policies JEL Code(s): C, C7, C72, E, E5, E58, G, G0, G01, G2, G21, G28