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
June 8, 2017 Using Market-Based Indicators to Assess Banking System Resilience Financial System Review - June 2017 Cameron MacDonald, Maarten van Oordt This report reviews the use of quantitative tools to gauge market participants’ assessment of banking system resilience. These measures complement traditional balance-sheet metrics and suggest that markets consider large Canadian banks to be better placed to weather adverse shocks than banks in other advanced economies. Compared with regulatory capital ratios, however, the measures suggest less improvement in banking system resilience since the pre-crisis period. Content Type(s): Publications, Financial System Review articles JEL Code(s): G, G0, G01, G1, G10, G2, G21
Do hedge funds support liquidity in the Government of Canada bond market? Staff analytical note 2023-11 Jabir Sandhu, Rishi Vala While Government of Canada bond transactions of hedge funds are typically in the opposite direction to those of other market participants, during the peak period of market turmoil in March 2020, hedge funds sold these bonds, just as other market participants did. This shows that hedge funds can at times contribute to one-sided markets and amplify declines in market liquidity. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D4, D47, D5, D53, G, G1, G12, G14, G2, G23 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
Demand for Payment Services and Consumer Welfare: The Introduction of a Central Bank Digital Currency Staff working paper 2020-7 Kim Huynh, Jozsef Molnar, Oleksandr Shcherbakov, Qinghui Yu Using a two-stage model, we study the determinants of Canadian consumers’ choices of payment method at the point of sale. We estimate consumer preferences and adoption costs for various combinations of payment methods. We analyze how introducing a central bank digital currency would affect the market equilibrium. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C51, E, E4, E42, L, L1, L14, L5, L52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Money and payments, Digital assets and fintech, Retail payments
Decomposing Large Banks’ Systemic Trading Losses Staff working paper 2024-6 Radoslav Raykov Do banks realize simultaneous trading losses because they invest in the same assets, or because different assets are subject to the same macro shocks? This paper decomposes the comovements of bank trading losses into two orthogonal channels: portfolio overlap and common shocks. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G10, G11, G2, G20 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
May 13, 2014 Beyond the Unemployment Rate: Assessing Canadian and U.S. Labour Markets Since the Great Recession Bank of Canada Review - Spring 2014 Konrad Zmitrowicz, Mikael Khan This article provides a broad perspective on the performance of the labour market in Canada and the United States since the Great Recession. It also presents a simple way to summarize much of this information in a single composite labour market indicator (LMI) for both countries. The LMI suggests that the unemployment rate in Canada has evolved largely in line with overall labour market conditions since the recession, but may have modestly overstated the extent of recent improvement. The U.S. unemployment rate, in contrast, appears to have substantially overstated the post-recession improvement in labour market conditions. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E2, E24, J, J2, J21, J23
The Effects of Government Licensing on E-commerce: Evidence from Alibaba Staff working paper 2021-32 Ginger Zhe Jin, Zhentong Lu, Xiaolu Zhou, Chunxiao Li How does government licensing affect selling on online platforms? We examine the impact of China’s 2015 Food Safety Law on sellers and buyers on Alibaba, the largest e-commerce platform in that country. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D82, K, K2, K23, L, L5, L8, L81 Research Theme(s): Financial markets and funds management, Market functioning, Market structure
February 20, 2001 The Bank of Canada and Monetary Policy: Future Directions Remarks David Dodge Toronto Board of Trade Toronto, Ontario There are three main issues I want to address publicly as I begin my term: the Bank's contribution to good economic performance; the Bank's contribution to promoting financial stability, both nationally and internationally; and the importance of open and frank dialogue with business, labour, and the general public. Content Type(s): Press, Speeches and appearances, Remarks
November 19, 2009 The Evolution of the International Monetary System Remarks Mark Carney Foreign Policy Association, New York City New York, New York In response to the worst financial crisis since the 1930s, policy-makers around the globe are providing unprecedented stimulus to support economic recovery and are pursuing a radical set of reforms to build a more resilient financial system. Content Type(s): Press, Speeches and appearances, Remarks
Digitalization: Labour Markets Staff discussion paper 2023-16 Alex Chernoff, Gabriela Galassi In this paper, the authors assess the relationship between digitalization and labour demand and supply, and how this relationship affects wages and income inequality. We also explore implications of recent digitalization trends for the future of work. Content Type(s): Staff research, Staff discussion papers JEL Code(s): I, I2, I23, J, J2, J23, J24, O, O3, O33 Research Theme(s): Structural challenges, Demographics and labour supply, Digitalization and productivity