May 21, 2004 Are Wealth Effects Important for Canada? Bank of Canada Review - Spring 2004 Lise Pichette Some analysts believe that a sharp rise in equity values was an important factor in the strong consumer spending between 1995 and 2000. Empirical evidence suggests, however, that consumer spending responds more to changes in housing wealth than it does to equity wealth. Content Type(s): Publications, Bank of Canada Review articles
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
Quantile VARs and Macroeconomic Risk Forecasting Staff working paper 2025-4 Stéphane Surprenant This paper provides an extensive evaluation of the performance of quantile vector autoregression (QVAR) to forecast macroeconomic risk. Generally, QVAR outperforms standard benchmark models. Moreover, QVAR and QVAR augmented with factors perform equally well. Both are adequate for modeling macroeconomic risks. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C53, C55, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
November 30, 2015 Research Update - November 2015 This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website. Content Type(s): Staff research, Research newsletters
Global Real Activity for Canadian Exports: GRACE Staff discussion paper 2017-2 André Binette, Tony Chernis, Daniel de Munnik Canadian exports have often disappointed since the Great Recession. The apparent disconnect between exports and the Bank of Canada’s current measure of foreign demand has created an impetus to search for an alternative. Content Type(s): Staff research, Staff discussion papers JEL Code(s): F, F1, F10, F14, F4, F43 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Structural challenges, International trade, finance and competitiveness
December 14, 1999 Trends in Canada's Merchandise Trade Bank of Canada Review - Winter 1999–2000 Richard Dion The author examines aspects of Canada's trade performance in light of the major trends seen in world trade over the past several decades. Canada has become more integrated with the world economy, and this openness is evident from its greater export orientation, its heavier reliance on imported inputs, and more exposure to foreign competition in its domestic markets. The author analyzes the composition of Canadian trade and the trend towards increasing two-way trade in similar products. He also looks at the increasing integration of trade within regions, which for Canada has meant a greater concentration of exports with the United States. Content Type(s): Publications, Bank of Canada Review articles
November 7, 2017 Understanding Inflation: Getting Back to Basics Remarks Stephen S. Poloz CFA Montréal and Montreal Council on Foreign Relations Montréal, Quebec Governor Stephen S. Poloz discusses how recent weak inflation in Canada and other economies can be explained by fundamental factors. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Monetary policy, Economic models, Economy/Economic growth, Inflation, Inflation targeting framework
The Central Bank Strikes Back! Credibility of Monetary Policy under Fiscal Influence Staff working paper 2022-11 Antoine Camous, Dmitry Matveev Central banks in many advanced economies enjoy a high degree of independence, which protects monetary policy decisions from political influence. But how should independent central banks react if pressured by fiscal policy-makers? We examine whether a central bank should design a monetary policy framework that prescribes acting conditionally on how fiscal policy behaves. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E0, E02, E5, E52, E58, E6, E61, E62 Research Theme(s): Financial system, Financial stability and systemic risk, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Monetary policy tools and implementation
The Geography of Pandemic Containment Staff working paper 2021-26 Elisa Giannone, Nuno Paixão, Xinle Pang Interconnectedness between US states has affected the evolution of the COVID-19 pandemic. We study the optimal containment policies regulating the movement of goods and people within and between states. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F1, H, H0, I, I1, R, R1 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Economic models, Monetary policy, Real economy and forecasting, Structural challenges, International trade, finance and competitiveness
November 30, 2020 Research Update - November 2020 This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website. Content Type(s): Staff research, Research newsletters