A Dynamic Factor Model for Nowcasting Canadian GDP Growth Staff working paper 2017-2 Tony Chernis, Rodrigo Sekkel This paper estimates a dynamic factor model (DFM) for nowcasting Canadian gross domestic product. The model is estimated with a mix of soft and hard indicators, and it features a high share of international data. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, C38, C5, C53, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
August 18, 2011 Mortgage Debt and Procyclicality in the Housing Market Bank of Canada Review - Summer 2011 Ian Christensen This article focuses on the role that loans backed by housing collateral play in amplifying housing booms and, more generally, procyclicality in the housing market. The author uses a model developed to include borrower and lender households, as well as a housing market, to examine the impact that altering the loan-to-value ratio (either permanently or countercyclically) might have on the volatility of house prices and mortgage debt. Content Type(s): Publications, Bank of Canada Review articles
February 1, 2012 Managing Operational Risk in Clearing and Settlement Systems Financial System Review - June 2003 Kim McPhail Content Type(s): Publications, Financial System Review articles
February 1, 2012 The Syndicated Loan Market: Developments in the North American Context Financial System Review - June 2003 Jim Armstrong Content Type(s): Publications, Financial System Review articles
Following the Money: Evidence for the Portfolio Balance Channel of Quantitative Easing Staff working paper 2018-33 Itay Goldstein, Jonathan Witmer, Jing Yang Recent research suggests that quantitative easing (QE) may affect a broad range of asset prices through a portfolio balance channel. Using novel security-level holding data of individual US mutual funds, we establish evidence that portfolio rebalancing occurred both within and across funds. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E5, E58, G, G2, G23 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation
December 11, 2007 The Zero Bound on Nominal Interest Rates: Implications for Monetary Policy Bank of Canada Review - Winter 2007-2008 Claude Lavoie, Stephen Murchison One of the most important factors that must be considered if countries are thinking about lowering the target level of inflation much below 2 per cent is the zero interest bound. Targeting inflation rates that are too low, the authors note, may restrict the ability of monetary policy to respond to economic shocks by limiting the amount by which interest rates can be eased. Content Type(s): Publications, Bank of Canada Review articles
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 JEL Code(s): D, D5, D57, E, E6, E62, F, F4, F41 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Monetary policy, Real economy and forecasting, Structural challenges, International trade, finance and competitiveness
June 21, 2007 Modelling Payments Systems: A Review of the Literature Financial System Review - June 2007 Jonathan Chiu, Alexandra Lai Content Type(s): Publications, Financial System Review articles
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 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
Central Bank Liquidity Facilities and Market Making Staff working paper 2022-9 David Cimon, Adrian Walton We create a theoretical model of central bank asset purchases. The model helps explain how, in a crisis, these purchases ease pressures on investment dealers. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G10, G2, G20, L, L1, L10 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Monetary policy, Monetary policy tools and implementation