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
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
August 23, 2003 Financial Developments in Canada: Past Trends and Future Challenges Bank of Canada Review - Summer 2003 Charles Freedman, Walter Engert Freedman and Engert focus on the changing pattern of lending and borrowing in Canada in the past thirty to forty years, including the types of financial instruments used and the relative roles of financial institutions and financial markets. They examine how borrowing mechanisms have changed over time and consider the challenges facing the Canadian financial sector, including whether our financial markets are in danger of disappearing because of the size and pre-eminence of U.S. financial markets. Some of the trends examined here include syndicated lending, securitization, and credit derivatives, a form of financial engineering that has become increasingly important in the last few years. They also study bond and equity markets to determine whether Canadian capital markets have been hollowed out or abandoned by Canadian firms and conclude that the data do not provide much support for that view. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial institutions, Financial markets, Financial services, Recent economic and financial developments
May 13, 1997 Capacity constraints, price adjustment, and monetary policy Bank of Canada Review - Spring 1997 Tiff Macklem The short-run Phillips curve describes a positive short-run relationship between the level of economic activity and inflation. When the level of demand in the economy as a whole runs ahead of the level of output that the economy can supply in the short run, price pressures increase and inflation rises. This article reviews the origins of the short-run Phillips curve with particular emphasis on the long-standing idea that the shape of this curve may be non-linear, with inflation becoming more sensitive to changes in output when the cycle of economic activity is high than when it is low. This type of non-linearity in the short-run Phillips curve, which is typically motivated by the effects of capacity constraints that limit the ability of the economy to expand in the short run, has recently attracted renewed attention. The article surveys recent research that finds some evidence of this type of non-linearity in the Phillips curve in Canada and considers the potential implications for monetary policy. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation and prices, Monetary policy transmission, Potential output
How Far Can Forecasting Models Forecast? Forecast Content Horizons for Some Important Macroeconomic Variables Staff Working Paper 2007-1 John Galbraith, Greg Tkacz For stationary transformations of variables, there exists a maximum horizon beyond which forecasts can provide no more information about the variable than is present in the unconditional mean. Meteorological forecasts, typically excepting only experimental or exploratory situations, are not reported beyond this horizon; by contrast, little generally accepted information about such maximum horizons is available for economic variables. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C5, C53
What Affects MFP in the Long-Run? Evidence from Canadian Industries Staff Working Paper 2008-4 Danny Leung, Yi Zheng In this paper we explore variables that may have an impact on multifactor productivity (MFP) in the long-run using the KLEMS database for Canada. We estimate a dynamic heterogeneous panel error-correction model of twelve 2-digit level industries. Content Type(s): Staff research, Staff working papers Research Topic(s): Productivity JEL Code(s): C, C2, C23, D, D2, D24, O, O3, O30
Should Central Banks Adjust Their Target Horizons in Response to House-Price Bubbles? Staff Discussion Paper 2007-4 Meenakshi Basant Roi, Rhys R. Mendes The authors investigate the implications of house-price bubbles for the optimal inflation-target horizon using a dynamic general-equilibrium model with credit frictions, house-price bubbles, and small open-economy features. They find that, given the distribution of shocks and inflation persistence over the past 25 years, the optimal target horizon for Canada tends to be at the lower […] Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Credit and credit aggregates, Economic models, Inflation targets, Monetary policy framework, Monetary policy transmission JEL Code(s): E, E4, E42, E44, E5, E52, E58, E6, E61
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
Excess Collateral in the LVTS: How Much is Too Much? Staff Working Paper 2003-36 Kim McPhail, Anastasia Vakos The authors build a theoretical model that generates demand for collateral by Large Value Transfer System (LVTS) participants under the assumption that they minimize the cost of holding and managing collateral for LVTS purposes. The model predicts that the optimal amount of collateral held by each LVTS participant depends on the opportunity cost of collateral, the transactions costs of acquiring assets used as collateral and transferring them in and out of the LVTS, and the distribution of an LVTS participant's payment flows in the LVTS. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Payment clearing and settlement systems JEL Code(s): E, E4, E44, G, G2, G21
Regulatory Constraints on Bank Leverage: Issues and Lessons from the Canadian Experience Staff Discussion Paper 2009-15 Étienne Bordeleau, Allan Crawford, Christopher Graham The Basel capital framework plays an important role in risk management by linking a bank's minimum capital requirements to the riskiness of its assets. Nevertheless, the risk estimates underlying these calculations may be imperfect, and it appears that a cyclical bias in measures of risk-adjusted capital contributed to procyclical increases in global leverage prior to the recent financial crisis. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial institutions, Financial stability, Financial system regulation and policies JEL Code(s): G, G0, G01, G2, G21, G28