Quantum Monte Carlo for Economics: Stress Testing and Macroeconomic Deep Learning Staff working paper 2022-29 Vladimir Skavysh, Sofia Priazhkina, Diego Guala, Thomas Bromley Using the quantum Monte Carlo algorithm, we study whether quantum computing can improve the run time of economic applications and challenges in doing so. We apply the algorithm to two models: a stress testing bank model and a DSGE model solved with deep learning. We also present innovations in the algorithm and benchmark it to classical Monte Carlo. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C15, C6, C61, C63, C68, C7, E, E1, E13, G, G1, G17, G2, G21 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods, Economic models
Central Bank Digital Currencies: A Framework for Assessing Why and How Staff discussion paper 2016-22 Ben Fung, Hanna Halaburda Digital currencies have attracted strong interest in recent years and have the potential to become widely adopted for use in making payments. Public authorities and central banks around the world are closely monitoring developments in digital currencies and studying their implications for the economy, the financial system and central banks. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E4, E41, E42 Research Theme(s): Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments
The Central Bank’s Dilemma: Look Through Supply Shocks or Control Inflation Expectations? Staff working paper 2022-41 Paul Beaudry, Thomas J. Carter, Amartya Lahiri When countries are hit by supply shocks, central banks often face the dilemma of either looking through such shocks or reacting to them to ensure that inflation expectations remain anchored. In this paper, we propose a tractable framework to capture this dilemma and then explore optimal policy under a range of assumptions about how expectations are formed. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E1, E12, E2, E24, E3, E31, E5, E52, E58, E6, E65 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
December 18, 2005 Free Banking and the Bank of Canada Bank of Canada Review - Winter 2005-2006 David Laidler Economists in the nineteenth century spent considerable time discussing the merits of a free-banking system, in which each commercial bank would be able to issue its own notes and deposits, subject to a convertibility requirement backed by its own gold reserves. Such a system, the proponents argued, would be able to deliver price-level stability yet be flexible enough to withstand the vicissitudes of the business cycle. Moreover, there would be no need for central banks. While this idea has received less attention in recent years, some economists still put it forward as a practical alternative to the current system. Laidler suggests that the centralizing tendencies in banking would inevitably undermine competition within a free-banking system, and lead to the natural emergence of one dominant bank. Other developments in the twentieth century, most notably the demise of the gold standard and widespread agreement that governments should play a determining role in setting monetary policy goals, have also limited the practicality of such a system. Laidler examines the Bank of Canada's history from the free-banking perspective and concludes that the current system of inflation targeting provides a much better anchor for orderly price-level behaviour than the free-banking system's convertibility could ever guarantee. Content Type(s): Publications, Bank of Canada Review articles
BoC–BoE Sovereign Default Database: What’s new in 2026? Staff analytical paper 2026-48 David Beers, Obiageri Ndukwe, Joe Berry The BoC–BoE database of sovereign debt defaults, published and updated annually by the Bank of Canada and the Bank of England, provides comprehensive estimates of stocks of government obligations in default. Content Type(s): Staff research, Staff analytical paper JEL Code(s): F, F3, F34, G, G1, G10, G14, G15 Research Theme(s): Financial markets and funds management, Funds management, International markets and currencies, Financial system, Financial stability and systemic risk
Understanding Systemic Risks in the Canadian Financial System Staff analytical paper 2026-28 Gabriel Bruneau, Sascha Clazie-Thomson, Thibaut Duprey, Ruben Hipp, Javier Ojea Ferreiro, Kerem Tuzcuoglu This paper reviews recent efforts to monitor and assess systemic risk in the Canadian financial system and outlines a framework for future system-wide stress testing. Content Type(s): Staff research, Staff analytical paper JEL Code(s): G, G0, G01, G1, G17, G18, G2, G21, G23, G28 Research Theme(s): Financial system, Financial stability and systemic risk
What Drives Episodes of Settlement Fails in the Government of Canada Bond Market? Staff working paper 2017-54 Jean-Sébastien Fontaine, James Pinnington, Adrian Walton We study settlement fails for trades in the Government of Canada bond market. We find that settlement fails do not occur independently. Using a novel and comprehensive dataset, we examine three drivers of fails. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, G, G1, G2, G21, L, L1 Research Theme(s): Financial markets and funds management, Market functioning, Money and payments, Payment and financial market infrastructures
December 20, 2017 Chartered banks: Regional distribution of selected assets (formerly C5) Quarter-end data on chartered bank assets by provinces and territories.
March 1, 2006 A Primer on Canada’s Large Value Transfer System Darcey McVanel, Neville Arjani This paper provides a comprehensive overview of Canada’s Large Value Transfer System (LVTS). Content Type(s): Background materials
November 21, 2004 Summary of the G-20 Workshop on Developing Strong Domestic Financial Markets, 26-27 April 2004 Bank of Canada Review - Autumn 2004 Joerg Stephan, James Powell, Robert Lafrance, James Haley G-20 representatives, academics, market participants, and members of international financial institutions were brought together in Ottawa to explore the connection between robust financial markets and economic growth and development, share experiences, and to develop policy recommendations, where possible. Participants identified several areas they deemed critical for fostering strong domestic financial markets and reducing external vulnerability: sound macroeconomics policies, strengthened financial infrastructures and banking systems, and exchange rate flexibility for countries with widely open capital accounts. Papers presented in the six sessions and keynote address highlighted a number of issues, including currency mismatches, the sequence of financial liberalization and supervisory reforms, the development of local financial markets, infrastructure building and governance, and appropriate incentives. Content Type(s): Publications, Bank of Canada Review articles