Small‐Sample Tests for Stock Return Predictability with Possibly Non‐Stationary Regressors and GARCH‐Type Effects Staff working paper 2017-10 Sermin Gungor, Richard Luger We develop a simulation-based procedure to test for stock return predictability with multiple regressors. The process governing the regressors is left completely free and the test procedure remains valid in small samples even in the presence of non-normalities and GARCH-type effects in the stock returns. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C12, C3, C32, G, G1, G14 Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Econometric, statistical and computational methods
March 11, 1999 Then and now: the change in views on the role of monetary policy since the Porter Commission Lecture Gordon Thiessen C.D. Howe Institute Toronto, Ontario Tony Hampson made a number of outstanding contributions to Canadian public life as well as having a successful business career. Many in this audience will be familiar with the fact that for a number of years he was Chairman of the C.D. Howe Institute's Policy Analysis Committee. Content Type(s): Press, Speeches and appearances, Lectures
June 14, 2007 Efficiency and Competition in Canadian Banking Bank of Canada Review - Summer 2007 Jason Allen, Walter Engert Allen and Engert report on recent research at the Bank of Canada on various aspects of efficiency in the Canadian banking industry. This research suggests that, overall, Canadian banks appear to be relatively efficient producers of financial services and they do not exercise monopoly or collusive-oligopoly power. The authors note the value of continuing to investigate opportunities to improve efficiency and competition in financial services in Canada. Content Type(s): Publications, Bank of Canada Review articles
December 10, 2013 Assessing the Systemic Importance of Financial Institutions Financial System Review - December 2013 Éric Chouinard, Erik Ens Content Type(s): Publications, Financial System Review articles
A Spatial Model of Bank Branches in Canada Staff working paper 2020-4 Heng Chen, Matthew Strathearn Using data on bank branch locations across Canada from 2008 to 2018, we explore an interesting aspect of bank branch competition—geographic concentration. We find that bank branch density does not correlate with geographic and market concentration; however, we do find strong correlation with postal-code demographics. Content Type(s): Staff research, Staff working papers JEL Code(s): L, L1, R, R3 Research Theme(s): Financial markets and funds management, Market structure, Financial system, Financial institutions and intermediation
Asymmetric Risks to the Economic Outlook Arising from Financial System Vulnerabilities Staff analytical note 2018-6 Thibaut Duprey When financial system vulnerabilities are elevated, they can give rise to asymmetric risks to the economic outlook. To illustrate this, I consider the economic outlook presented in the Bank of Canada’s October 2017 Monetary Policy Report in the context of two key financial system vulnerabilities: high levels of household indebtedness and housing market imbalances. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C0, C01, C1, C11, C15, E, E1, E17, E3, E32, E37, E4, E44, E47, E5, E58, E6, E66, G, G0, G01, G1, G18 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
January 21, 2010 Monetary Policy Report – January 2010 The global economic recovery is under way, supported by continued improvements in fi nancial conditions and stronger domestic demand growth in many emerging-market economies. Content Type(s): Publications, Monetary Policy Report
Financial Distress and Hedging: Evidence from Canadian Oil Firms Staff discussion paper 2019-4 Kun Mo, Farrukh Suvankulov, Sophie Griffiths The paper explores the link between financial distress and the commodity price hedging behaviour of Canadian oil firms. Content Type(s): Staff research, Staff discussion papers JEL Code(s): G, G3, G32, Q, Q4, Q40 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Household and business credit
Tail Index Estimation: Quantile-Driven Threshold Selection Staff working paper 2019-28 Jon Danielsson, Lerby Ergun, Casper G. de Vries, Laurens de Haan The most extreme events, such as economic crises, are rare but often have a great impact. It is difficult to precisely determine the likelihood of such events because the sample is small. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C0, C01, C1, C14, C5, C58 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
The Paul Storer Memorial Lecture—Cross-Border Trade Integration and Monetary Policy Staff discussion paper 2016-20 Stephen S. Poloz In this paper we explore the nexus between cross-border trade integration and monetary policy. We first review the evidence that trade liberalization has increased the degree of integration in North America and conclude that, while robust structural inferences remain elusive, there is sufficient supporting evidence for central banks to treat the issue seriously. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E3, E37, E5, F, F1, F4, F41, F6 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Structural challenges, International trade, finance and competitiveness