May 13, 2014 Beyond the Unemployment Rate: Assessing Canadian and U.S. Labour Markets Since the Great Recession Bank of Canada Review - Spring 2014 Konrad Zmitrowicz, Mikael Khan This article provides a broad perspective on the performance of the labour market in Canada and the United States since the Great Recession. It also presents a simple way to summarize much of this information in a single composite labour market indicator (LMI) for both countries. The LMI suggests that the unemployment rate in Canada has evolved largely in line with overall labour market conditions since the recession, but may have modestly overstated the extent of recent improvement. The U.S. unemployment rate, in contrast, appears to have substantially overstated the post-recession improvement in labour market conditions. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E2, E24, J, J2, J21, J23
Differentiable, Filter Free Bayesian Estimation of DSGE Models Using Mixture Density Networks Staff working paper 2025-3 Chris Naubert I develop a method for Bayesian estimation of globally solved, non-linear macroeconomic models. The method uses a mixture density network to approximate the initial state distribution. The mixture density network results in more reliable posterior inference compared with the case when the initial states are set to their steady-state values. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C6, C61, C63, E, E3, E37, E4, E47 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models
Timing of Banks’ Loan Loss Provisioning During the Crisis Staff working paper 2016-27 Leo de Haan, Maarten van Oordt We estimate a panel error correction model for loan loss provisions, using unique supervisory data on flow of funds into and out of the allowance for loan losses of 25 Dutch banks in the post-2008 crisis period. We find that these banks aim for an allowance of 49% of impaired loans. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G0, G01, G2, G21, G3, G32 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk
December 14, 2007 The Costs of Inflation in New Keynesian Models Bank of Canada Review - Winter 2007-2008 Steve Ambler Ambler describes three new channels through which inflation affects economic welfare in New Keynesian models. These channels were absent from traditional analyses and may have caused researchers to underestimate the costs associated with variable inflation, even at relatively low levels of inflation. The article concludes with a preliminary assessment of the quantitative importance of the new channels and their significance for monetary policy. Content Type(s): Publications, Bank of Canada Review articles
Endogenous Credibility and Wage-Price Spirals Staff working paper 2024-14 Olena Kostyshyna, Tolga Özden, Yang Zhang We quantitively assess the risks of a wage-price spiral occurring in Canada over history. We find the risk of a wage-price spiral increases when the inflation expectations become unanchored and the credibility of central banks declines. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C22, E, E0, E00, E4, E47, E7 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
January 10, 2013 Regearing Our Economic Growth Remarks Tiff Macklem Queen’s University - W. Edmund Clark Distinguished Lecture Kingston, Ontario Senior Deputy Governor Tiff Macklem discusses regearing the Canadian economy for sustained growth. Content Type(s): Press, Speeches and appearances, Remarks
May 17, 2012 On the Adjustment of the Global Economy Bank of Canada Review - Spring 2012 Carlos De Resende, Claudia Godbout, René Lalonde, Eric Morin, Nikita Perevalov This article discusses three scenarios for the adjustment of the global economy. In a “baseline” scenario—which encompasses fiscal consolidation in major advanced economies, growth-friendly structural reforms in Europe and Japan, and greater exchange rate flexibility and reforms in the emerging-market economies of Asia to induce rotation of demand away from net exports—global current account imbalances […] Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): F, F3, F32, F37, F4, F42
December 22, 2003 Current Account Imbalances: Some Key Issues for the Major Industrialized Countries Bank of Canada Review - Winter 2003-2004 Jocelyn Jacob The resurgence of sizable current account imbalances in the major economies in recent years, particularly the tripling of the U.S. deficit, has led to renewed academic and public discussions about their sustainability. Jacob's main objective is to show that current account balances are simply the outcome of various relative structural and cyclical forces between trading partners. He reviews the factors behind the changes in the current account positions of the three largest industrial economies (the United States, Japan, and the euro area). Two strong determinants shaping the current account balances are the faster increase in U.S. productivity compared with that of other major economies and, more recently, the loosening in the U.S. fiscal stance. Jacob also reviews a range of outside assessments from such sources as the Organisation for Economic Co-operation and Development and the International Monetary Fund, as well as the academic literature, to determine the possible risks to macroeconomic and financial stability. Content Type(s): Publications, Bank of Canada Review articles
January 31, 2012 International Cross-Listing and the Bonding Hypothesis Financial System Review - June 2004 Michael R. King, Dan Segal Content Type(s): Publications, Financial System Review articles
Amazon Effects in Canadian Online Retail Firm-Product-Level Data Staff working paper 2019-42 Alex Chernoff I use firm-product-level data for Canadian online retailers to study how product scope (the average number of product categories per firm) evolved from 1999 to 2012. During this period, product scope dropped monotonically from 59 to 5 product categories. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D22, L, L1, L11, L8, L81 Research Theme(s): Structural challenges, Digitalization and productivity, International trade, finance and competitiveness