The Term Structures of Loss and Gain Uncertainty Staff working paper 2020-19 Bruno Feunou, Ricardo Lopez Aliouchkin, Roméo Tedongap, Lai Xu We investigate the uncertainty around stock returns at different investment horizons. Since a return is either a loss or a gain, we categorize return uncertainty into two components—loss uncertainty and gain uncertainty. We then use these components to evaluate investment. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G12 Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Econometric, statistical and computational methods
September 19, 2011 Curbing Contagion: Options and Challenges for Building More Robust Financial Market Infrastructure Remarks Timothy Lane Society for Worldwide Interbank Financial Telecommunication Annual Sibos Conference Toronto, Ontario Deputy Governor Tim Lane discusses the options and challenges for building more robust financial market infrastructure. Content Type(s): Press, Speeches and appearances, Remarks
Inference in Games Without Nash Equilibrium: An Application to Restaurants’ Competition in Opening Hours Staff working paper 2018-60 Erhao Xie This paper relaxes the Bayesian Nash equilibrium (BNE) assumption commonly imposed in empirical discrete choice games with incomplete information. Instead of assuming that players have unbiased/correct expectations, my model treats a player’s belief about the behavior of other players as an unrestricted unknown function. I study the joint identification of belief and payoff functions. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C57, L, L1, L13, L8, L85 Research Theme(s): Financial markets and funds management, Market structure, Models and tools, Econometric, statistical and computational methods
Tail Risk in a Retail Payment System: An Extreme-Value Approach Staff discussion paper 2018-2 Héctor Pérez Saiz, Blair Williams, Gabriel Xerri The increasing importance of risk management in payment systems has led to the development of an array of sophisticated tools designed to mitigate tail risk in these systems. In this paper, we use extreme value theory methods to quantify the level of tail risk in the Canadian retail payment system (ACSS) for the period from 2002 to 2015. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C5, C58, G, G2, G21, G23 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods, Money and payments, Payment and financial market infrastructures
Integrating Non-traditional Data and AI into Central Banking: A Canadian Perspective Staff analytical paper 2026-17 James Chapman, Ajit Desai, Maryam Haghighi, James (Jim) C. MacGee This paper reviews how central banks are integrating non traditional data and artificial intelligence (AI) into policy analysis and operations. Using the Bank of Canada’s experience, it examines emerging applications, governance challenges, and strategic choices for responsibly scaling AI to enhance insight, efficiency, and institutional resilience. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C4, C45, C5, C55, C8, C88, L, L2, L23, M, M1, M15, O, O3, O33 Research Theme(s): Financial system, Financial stability and systemic risk, Monetary policy, Monetary policy tools and implementation, Money and payments, Payment and financial market infrastructures
September 11, 2009 Agency Conflicts in the Process of Securitization Bank of Canada Review - Autumn 2009 Teodora Paligorova Recent evidence finds a positive association between the prevalence of loans of inferior quality and the growth in securitized products. Some attribute this development to the lack of incentives for originators to screen and monitor the performance of securitized loans; others stress that certain factors, such as balance-sheet management, also contributed to the problem, making it difficult to pin down the reason for the proliferation of such loans during the period of high securitization growth. The author reviews the conflicts of interest between participants in the securitization process that contributed to the ongoing financial turmoil and highlights the most recent policy measures and potential solutions for ameliorating these agency issues. Content Type(s): Publications, Bank of Canada Review articles
November 9, 1996 Canada and international financial institutions Bank of Canada Review - Autumn 1996 Robert Lafrance, James Powell International financial institutions, such as the International Monetary Fund, the World Bank and the Bank for International Settlements, are important players in the global financial system. This article provides an overview of the major international financial institutions to which Canada belongs. The paper highlights their activities and the nature of Canada's involvement, including that of the Bank of Canada. Recent initiatives coming out of the Halifax and Lyon Summits to improve the effectiveness of international financial institutions are also noted. Content Type(s): Publications, Bank of Canada Review articles
December 10, 1996 The maturity structure of household financial assets and liabilities Bank of Canada Review - Winter 1996-1997 Marie-Claude Montplaisir In this article, the author examines the maturity structure of the household sector's balance sheet and the degree of interest rate variability of household loans and financial assets. The bulk of households' interest-bearing assets and financial liabilities consists of medium- and long-term, fixed-rate instruments. The pattern of personal consumption is therefore influenced more by the wealth effects of interest rate changes than by their income effects, and the full impact of a permnent shift in interest rates on consumption will become apparent only after a lag. Content Type(s): Publications, Bank of Canada Review articles
March 9, 2010 Inflation Expectations and the Conduct of Monetary Policy: A Review of Recent Evidence and Experience Bank of Canada Review - Spring 2010 Rose Cunningham, Brigitte Desroches, Eric Santor This article explores the role of inflation expectations in the conduct of monetary policy. It reviews the various measures of inflation expectations used by central banks, including surveys and market-based indicators, and considers their advantages and disadvantages. It examines the critical role of inflation expectations in the framework that central banks use to understand, forecast, and control inflation. It also looks at their role as an indicator of central bank credibility. The behaviour of inflation expectations over the past two years is analyzed and policy conclusions are offered. Content Type(s): Publications, Bank of Canada Review articles
The Positive Case for a CBDC Staff discussion paper 2021-11 Andrew Usher, Edona Reshidi, Francisco Rivadeneyra, Scott Hendry We discuss the competition and innovation arguments for issuing a central bank digital currency (CBDC). A CBDC could be an effective competition policy tool for payments. A CBDC could also support the vibrancy of the digital economy. It could help solve market failures and foster competition and innovation in new digital payments markets. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E4, E42, E5, E58, L, L4, L5 Research Theme(s): Financial system, Financial stability and systemic risk, Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments