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
December 6, 2012 Financial System Review - December 2012 The Governing Council judges that the risks to the stability of Canada’s financial system remain high, as they were at the time of the June FSR. The sources of the key risks are similar to those highlighted in June, and emanate primarily from the external environment. Content Type(s): Publications, Financial Stability Report
December 15, 2016 Toward More Resilient Markets: Over-the-Counter Derivatives Reform in Canada Financial System Review - December 2016 Michael Mueller, André Usche In Toward More Resilient Markets: Over-the-Counter Derivatives Reform in Canada, Michael Mueller and André Usche show that the implementation of derivatives market reforms in Canada is well under way and has lessened vulnerabilities. But accompanying changes to market structure have both positive and negative effects that require ongoing attention from authorities. Content Type(s): Publications, Financial System Review articles JEL Code(s): G, G0, G01, G1, G15, G2, G28
May 21, 2013 Canada Works Remarks Mark Carney Chambre de commerce du Montréal métropolitain (CCMM)/Board of Trade of Metropolitan Montreal Montréal, Quebec Bank of Canada Governor Mark Carney discusses the “cornerstones of Canada’s prosperity.” Content Type(s): Press, Speeches and appearances, Remarks
January 21, 2015 Monetary Policy Report – January 2015 Economic growth in Canada is expected to average 2.1 per cent in 2015 and 2.4 per cent in 2016, with a return to full capacity around the end of 2016. Content Type(s): Publications, Monetary Policy Report
The Propagation of Regional Shocks in Housing Markets: Evidence from Oil Price Shocks in Canada Staff working paper 2018-56 Lutz Kilian, Xiaoqing Zhou How do global oil price shocks spread through Canada’s economy? With Canada’s regionally diverse economy in mind, we explore the implications of oil price shocks for Canadian housing markets and regional economies. We show that the belief that oil price shocks only matter in oil-rich regions is false. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F4, F43, Q, Q3, Q33, Q4, Q43, R, R1, R12, R3, R31 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
May 9, 2024 Financial Stability Report—2024 Tiff Macklem, Carolyn Rogers, Toni Gravelle, Sharon Kozicki, Rhys R. Mendes, Nicolas Vincent Canada’s financial system remains resilient. Over the past year, households, businesses, banks and non-bank financial institutions have continued to proactively adjust to higher interest rates. But this adjustment is not yet over and continues to present risks to financial stability. Key risks include those related to debt serviceability and asset valuations. Content Type(s): Publications, Financial Stability Report
June 14, 2007 Bank of Canada Review - Summer 2007 Cover page Decimalization in Great Britain The Victorian florin on the cover is part of the National Currency Collection of the Bank of Canada. Content Type(s): Publications, Bank of Canada Review
Climate Variability and International Trade Staff working paper 2023-8 Geoffrey R. Dunbar, Walter Steingress, Ben Tomlin This paper quantifies the impact of hurricanes on seaborne international trade to the United States. Matching the timing of hurricane–trade route intersections with monthly U.S. port-level trade data, we isolate the unanticipated effects of a hurricane hitting a trade route using two separate identification schemes: an event study and a local projection. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C22, C5, F, F1, F14, F18, Q, Q5, Q54 Research Theme(s): Structural challenges, Climate change, International trade, finance and competitiveness
How well can large banks in Canada withstand a severe economic downturn? Staff analytical note 2022-6 Andisheh (Andy) Danaee, Harsimran Grewal, Brad Howell, Guillaume Ouellet Leblanc, Xuezhi Liu, Mayur Patel, Xiangjin Shen We examine the potential impacts of a severe economic shock on the resilience of major banks in Canada. We find these banks would suffer significant financial losses but nevertheless remain resilient. This underscores the role well-capitalized banks and sound underwriting practices play in supporting economic activity in a downturn. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E27, E3, E37, E4, E44, G, G1, G2, G21, G23 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk