Macroeconomic Predictions Using Payments Data and Machine Learning Staff working paper 2022-10 James Chapman, Ajit Desai We demonstrate the usefulness of payment systems data and machine learning models for macroeconomic predictions and provide a set of econometric tools to overcome associated challenges. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Money and payments, Retail payments
Understanding Post-COVID Inflation Dynamics Staff working paper 2022-50 Martin Harding, Jesper Lindé, Mathias Trabandt We propose a macroeconomic model with a nonlinear Phillips curve that has a flat slope when inflationary pressures are subdued and steepens when inflationary pressures are elevated. Our model can generate more sizable inflation surges due to cost-push and demand shocks than a standard linearized model when inflation is high. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E30, E31, E32, E37, E4, E44, E5, E52 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
Firm Dynamics and Multifactor Productivity: An Empirical Exploration Staff working paper 2018-15 Pierre St-Amant, David Tessier There are indications that business dynamism has declined in advanced economies. In particular, firm entry and exit rates have fallen, suggesting that the creative destruction process has lost some of its vitality. Meanwhile, productivity growth has slowed. Some believe that lower entry and exit rates partly explain the weaker productivity growth. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D24, M, M1, M13, O, O4, O47 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Digitalization and productivity
Demand-Driven Risk Premia in Foreign Exchange and Bond Markets Staff working paper 2025-29 Ingomar Krohn, Andreas Uthemann, Rishi Vala, Jun Yang We show how Treasury demand shocks transmit to foreign exchange and bond markets globally. Higher Treasury demand weakens the U.S. dollar and raises foreign bond prices, with effects persisting for two weeks. The transmission varies predictably across countries based on their monetary policy alignment with the United States. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F3, F30, F31, G, G1, G12, G15 Research Theme(s): Financial markets and funds management, International markets and currencies, Market functioning, Financial system, Financial stability and systemic risk
Monetary Policy, Trends in Real Interest Rates and Depressed Demand Staff working paper 2021-27 Paul Beaudry, Césaire Meh Over the last few decades, real interest rates have trended downward. The most common explanation is that this reflects depressed demand due to demographic, technological and other real factors. We explore the claim that these trends may have been amplified by certain features of monetary policy. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E4, E43, E44, E5, E52, E6, E62, E63, H, H3, H6, H63 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Real economy and forecasting
December 31, 2005 Summary of Government of Canada - Outstanding as at 31 December 2005 Content Type(s): Publications, Historical: Securities and loans
May 1, 2013 Monetary Policy After the Fall Remarks Mark Carney Eric J. Hanson Memorial Lecture University of Alberta Edmonton, Alberta Bank of Canada Governor Mark Carney discusses the future of monetary policy. Content Type(s): Press, Speeches and appearances, Remarks
Strategic Complementarities and Money Market Fund Liquidity Management Staff working paper 2017-14 Jonathan Witmer Following the financial crisis, there has been increased regulatory focus on the management of liquidity in mutual funds and, specifically, whether funds hold enough liquidity to guard against the potential for investor runs. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F3, F30, G, G0, G01, G1, G18, G2, G20 Research Theme(s): Financial markets and funds management, Market functioning, Market structure, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
June 21, 2009 Financial System Review - June 2009 Policy-makers around the world met the intensification of the global financial crisis at the end of 2008 with a forceful response aimed at restoring confidence in the global financial system, promoting the flow of credit, and supporting economic activity.FSR Highlights - June 2009 Erratum: Legends for Chart 13 on page 15 of the June 2009 issue should read: Argentina (right scale), Mexico (left scale). See revised chart. Content Type(s): Publications, Financial Stability Report
Systemic Risk and Collateral Adequacy Staff working paper 2019-23 Radoslav Raykov Many derivatives markets use collateral requirements calculated with industry-standard but dated methods that are not designed with systemic risk in mind. This paper explores whether the conservative nature of conventional collateral requirements outweighs their lack of consideration of systemic risk. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G10, G2, G20 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Money and payments, Payment and financial market infrastructures