Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19 Staff Working Paper 2021-2 James Chapman, Ajit Desai We use retail payment data in conjunction with machine learning techniques to predict the effects of COVID-19 on the Canadian economy in near-real time. Our model yields a significant increase in macroeconomic prediction accuracy over a linear benchmark model. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
A Small Dynamic Hybrid Model for the Euro Area Staff Working Paper 2003-19 Ramdane Djoudad, Céline Gauthier The authors estimate and solve a small structural model for the euro area over the 1983–2000 period. Given the assumption of rational expectations, the model implies a set of orthogonality conditions that provide the basis for estimating the model's parameter by generalized method of moments. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy transmission JEL Code(s): E, E3, E31
Fiscal Policy in the Age of COVID-19: Does It “Get in All of the Cracks”? Staff Working Paper 2022-45 Pierre-Olivier Gourinchas, Şebnem Kalemli-Özcan, Veronika Penciakova, Nicholas Sander The COVID-19 pandemic has caused an atypical recession in which some sectors of the economy boomed and others collapsed. This required a unique fiscal policy reaction to both support firms and stimulate activity in sectors with slack. Was fiscal policy able to get where it was needed? Mostly, yes. Content Type(s): Staff research, Staff working papers Research Topic(s): Coronavirus disease (COVID-19), Firm dynamics, Fiscal policy, International topics JEL Code(s): D, D5, D57, E, E6, E62, F, F4, F41
A Policy Model to Analyze Macroprudential Regulations and Monetary Policy Staff Working Paper 2014-6 Sami Alpanda, Gino Cateau, Césaire Meh We construct a small-open-economy, New Keynesian dynamic stochastic general-equilibrium model with real-financial linkages to analyze the effects of financial shocks and macroprudential policies on the Canadian economy. Our model has four key features. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial system regulation and policies JEL Code(s): E, E1, E17, E3, E32, E4, E44, F, F4, F41
Non-Linearities in the Output-Inflation Relationship: Some Empirical Results for Canada Staff Working Paper 1998-14 Chantal Dupasquier, Nicholas Ricketts This paper analyzes the short-run dynamic process of inflation in Canada and examines whether a systematic variation in the relationship between inflation and output can be detected over time. In the theoretical literature, different models of price-setting behaviour predict that the slope of the Phillips curve will be a function of macroeconomic conditions, implying a […] Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation: costs and benefits, Productivity
June 11, 2009 Bank of Canada Review - Summer 2009 Examining the incentives for banks to hold various assets on their balance sheets for use as collateral when the opportunity cost of doing so can be high; an outline of the complexity inherent in any modern risk-management system and review of possible strategies to improve the performance of risk management; causes and consequences of the changing pace of labour reallocation in Canada; description of the structure and functioning of BoC-GEM— an adaptation of the Global Economy Model— with examples of its recent application. Content Type(s): Publications, Bank of Canada Review
Forecasting and Analyzing World Commodity Prices Staff Working Paper 2003-24 René Lalonde, Zhenhua Zhu, Frédérick Demers The authors develop simple econometric models to analyze and forecast two components of the Bank of Canada commodity price index: the Bank of Canada non-energy (BCNE) commodity prices and the West Texas Intermediate crude oil price. They present different methodologies to identify transitory and permanent components of movements in these prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5
September 10, 2020 Economic progress report: a very uneven recovery Remarks (delivered virtually) Tiff Macklem The Canadian Chamber of Commerce Ottawa, Ontario Governor Tiff Macklem discusses the Bank’s latest interest rate announcement and explains the uneven impact that the COVID-19 pandemic is having on different sectors and people. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Coronavirus disease (COVID-19), Interest rates, Labour markets, Monetary policy, Recent economic and financial developments
Large-Scale Asset Purchases: Impact on Commodity Prices and International Spillover Effects Staff Working Paper 2015-21 Sharon Kozicki, Lena Suchanek, Eric Santor Prices of commodities, including metals, energy and agricultural products, rose markedly over the 2009–2010 period. Some observers have attributed a significant part of this increase in commodity prices to the U.S. Federal Reserve’s large-scale asset purchase (LSAP) programs. Content Type(s): Staff working papers Research Topic(s): International topics JEL Code(s): E, E5, E58, G, G1, G14, Q, Q0, Q00
What Matters in Determining Capital Surcharges for Systemically Important Financial Institutions? Staff Discussion Paper 2011-9 Céline Gauthier, Toni Gravelle, Xuezhi Liu, Moez Souissi One way of internalizing the externalities that each individual bank imposes on the rest of the financial system is to impose capital surcharges on them in line with their systemic importance. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial system regulation and policies JEL Code(s): C, C1, C15, C8, C81, E, E4, E44, G, G0, G01, G2, G21