Forecasting Banks’ Corporate Loan Losses Under Stress: A New Corporate Default Model Technical report No. 122 Gabriel Bruneau, Thibaut Duprey, Ruben Hipp We present a new corporate default model, one of the building blocks of the Bank of Canada’s bank stress-testing infrastructure. The model is used to forecast corporate loan losses of the Canadian banking sector under stress. Content Type(s): Staff research, Technical reports JEL Code(s): C, C2, C22, C5, C52, C53, G, G1, G17, G2, G21, G28 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Economic models
July 13, 2016 Monetary Policy Report – July 2016 Canadian economic growth is projected to accelerate from 1.3 per cent this year to 2.2 per cent in 2017. Content Type(s): Publications, Monetary Policy Report
The Impact of Globalization and Digitalization on the Phillips Curve Staff working paper 2022-7 Christian Friedrich, Peter Selcuk Globalization is in retreat, yet digitalization is on the rise. How will these trends impact inflation? Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E32, F, F6 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting, Structural challenges, Digitalization and productivity, International trade, finance and competitiveness
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
Balancing Act: Monetary Policy Responses to Natural Disasters Staff working paper 2026-28 Tatjana Dahlhaus, Alexander Ueberfeldt, Malik Shukayev Natural disasters can create important challenges for monetary policy in resource-rich small open economies. Using a DSGE model calibrated to Canada, we show that most disasters operate as adverse supply shocks, lowering output and raising inflation, thereby creating a trade-off for monetary policy. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C11, C3, C32, D, D6, D63, E, E5, E52, Q, Q5, Q54 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Structural challenges, Climate change
April 4, 2019 Annual Report 2018 The Annual Report outlines the Bank’s activities and achievements in 2018. It includes the financial statements and a message from Governor Stephen S. Poloz. Content Type(s): Publications, Annual Report
How Do Import Tariffs Affect Aggregate Prices? Theory and Evidence from Canada Staff working paper 2026-36 Christian Bustamante, Xing Guo, Lu Han, Soyoung Lee, Gaelan MacKenzie, Mariel Yacolca Maguiña, Jacob Short Using Canadian firm-level market shares and an oligopolistic model, the paper shows that a 25% counter-tariff on U.S. imports raises Canada's aggregate price index by 0.66%, far below direct cost pass-through predictions due to consumer substitution and markup adjustments. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, F, F1, F13, F14, L, L1, L11, L16 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Structural challenges, International trade, finance and competitiveness
May 15, 1999 Recent developments in the monetary aggregates and their implications Bank of Canada Review - Spring 1999 Joseph Atta-Mensah, Loretta Nott In its conduct of monetary policy, the Bank of Canada carefully monitors the pace of monetary expansion for indications about the outlook for inflation and economic activity. In recent years, a number of factors have distorted the growth of the traditional broad and narrow aggregates. In this article, the authors discuss the uncertainty surrounding the classification of deposit instruments that has resulted from the elimination of reserve requirements and from other financial innovations. They introduce two new measures of transactions balances, M1+ and M1++ (described more fully in a technical note in this issue of the Review), that internalize some of the substitutions that have occurred. They attribute the deceleration in M1 growth in 1998 partly to the declining influence of special factors, partly to a lagged response to interest rate increases in 1997 and early 1998, and partly to some temporary tightening in credit conditions in the autumn of 1998. The broad monetary aggregate M2++, which includes all personal savings deposits, life insurance annuities, and mutual funds, grew at a steady pace in 1998, presaging growth of about 4 to 5 per cent in total dollar spending and inflation inside the target range. Content Type(s): Publications, Bank of Canada Review articles
April 24, 2014 Canada’s Hot - and Not - Economy Remarks Stephen S. Poloz Saskatchewan Trade and Export Partnership Saskatoon, Saskatchewan Bank of Canada Governor Stephen S. Poloz discusses the forces fuelling the differences between the hot - and not so hot - sectors of the economy and regions of the country. Content Type(s): Press, Speeches and appearances, Remarks
June 18, 2010 Fortune Favours the Bold Remarks Mark Carney Newfoundland Oil & Gas Industries Association St. John's, Newfoundland and Labrador From the end of 2008 to the middle of last year, Canada experienced a short, sharp recession. With the exception of government spending, all major components of aggregate demand declined, and industrial production dropped 15 per cent. Content Type(s): Press, Speeches and appearances, Remarks