Combining Large Numbers of Density Predictions with Bayesian Predictive Synthesis Staff working paper 2023-45 Tony Chernis I show how to combine large numbers of forecasts using several approaches within the framework of a Bayesian predictive synthesis. I find techniques that choose and combine a handful of forecasts, known as global-local shrinkage priors, perform best. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C11, C5, C52, C53, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
August 7, 2003 Economic Integration in North America Remarks David Dodge Couchiching Institute on Public Affairs Geneva Park, Ontario For more than 70 years now, the Couchiching Institute on Public Affairs has been bringing Canadians together with the purpose of asking some thought-provoking questions and encouraging lively, stimulating debates and action on a variety of key public policy issues. Content Type(s): Press, Speeches and appearances, Remarks
Global Trade Flows: Revisiting the Exchange Rate Elasticities Staff working paper 2017-41 Matthieu Bussière, Guillaume Gaulier, Walter Steingress This paper contributes to the debate on the magnitude of exchange rate elasticities by providing a set of price and quantity elasticities for 51 advanced and emerging-market economies. Specifically, for each of these countries we report the elasticity of trade prices and trade quantities on both the export and on the import sides, as well as the reaction of the trade balance. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C51, F, F1, F14, F3, F31, F33, F4, F41 Research Theme(s): Financial markets and funds management, International markets and currencies, Structural challenges, International trade, finance and competitiveness
The Mutable Geography of Firms’ International Trade Staff working paper 2025-11 Lu Han Exporters frequently change their market destinations. This paper introduces a new approach to identifying the drivers of these decisions over time. Analysis of customs data from China and the UK shows most changes are driven by demand rather than supply-related shocks. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F1, F12, F14, L, L1, L11 Research Theme(s): Models and tools, Economic models, Structural challenges, International trade, finance and competitiveness
The Role of Corporate Saving over the Business Cycle: Shock Absorber or Amplifier? Staff working paper 2018-59 Xiaodan Gao, Shaofeng Xu We document countercyclical corporate saving behavior with the degree of countercyclicality varying nonmonotonically with firm size. We then develop a dynamic stochastic general equilibrium model with heterogeneous firms to explain the pattern and study its implications for business cycles. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E20, E22, E3, E32, G, G3, G31, G32 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Models and tools, Economic models, Monetary policy, Real economy and forecasting
October 9, 2009 Business Outlook Survey - Autumn 2009 Responses to the autumn survey suggest that the Canadian economy is recovering, as all indicators of business activity have increased since the summer survey. However, because firms continue to expect activity to pick up only gradually, they remain cautious regarding investment. Content Type(s): Publications, Business Outlook Survey
January 22, 2009 Monetary Policy Report Update – January 2009 The outlook for the global economy has deteriorated significantly since the October Monetary Policy Report. The financial crisis intensified last autumn and spilled over into an already weak global economy, which, in turn, put further strains on the financial system. Erratum: In Table 1 Interest Rates, the column "Estimated variable mortgage rate" should read 5.65 per cent for 4 December 2007 not 5.25. Content Type(s): Publications, Monetary Policy Report
Mortgage stress tests and household financial resilience under monetary policy tightening Staff analytical note 2024-25 Jonathan Hartley, Nuno Paixão This note analyzes mortgage stress tests, a macroprudential tool. We find that when mortgage stress tests are applied to all mortgage purchase originations, they improve credit quality and reduce credit and house price growth. They also improve the resilience of borrowers to financial shocks, such as the large increase in interest rates during 2022–23. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E5, E52, G, G2, G21, G28, G5, G50, G51 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Monetary policy, Monetary policy tools and implementation
An Optimal Macroprudential Policy Mix for Segmented Credit Markets Staff working paper 2021-31 Jelena Zivanovic How can macroprudential policy and monetary policy stabilize segmented credit markets? Is there a trade-off between financial stability and price stability? I use a theoretical model to evaluate the performance of alternative policies and find the optimal mix of macroprudential and monetary policy in response to aggregate shocks. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E30, E4, E44, E5, E50 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Economic models, Monetary policy, Monetary policy tools and implementation
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