Correcting Selection Bias in a Non-Probability Two-Phase Payment Survey Staff Working Paper 2025-17 Heng Chen, John Tsang We develop statistical inferences for a non-probability two-phase survey sample when relevant auxiliary information is available from a probability survey sample. The proposed method is assessed by simulation studies and used to analyze a non-probability two phase payment survey. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Econometric and statistical methods JEL Code(s): C, C8, C83
Third-Country Effects of U.S. Immigration Policy Staff Working Paper 2023-60 Agostina Brinatti, Xing Guo We study how the tightening of US immigration policy affects the Canadian economy and American workers. After the reduction in H-1B visa admissions in 2017, more immigrants came to Canada, and Canadian firms expanded their employment, sales and exports. The close trade link between the United States and Canada dampens the benefit American workers derive from this policy change. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics, Labour markets, Recent economic and financial developments, Trade integration JEL Code(s): F, F1, F16, F2, F22, J, J6, J61
May 14, 2015 The Slowdown in Global Trade Bank of Canada Review - Spring 2015 Michael Francis, Louis Morel Global trade growth has been weak during the period following the 2007–09 financial crisis. This is an important development for Canada, given the Canadian economy's high degree of openness to trade. This article investigates some of the factors behind the slowdown in global trade and finds that the weakness of global demand and its changing composition, increased protectionism and diminishing incentives to expand trade have all played a role. Some of these factors are likely to have only a temporary effect on trade growth, but others could be more long-lasting. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): International topics, Recent economic and financial developments JEL Code(s): F, F1, F4, F6
Predictive Density Combination Using a Tree-Based Synthesis Function Staff Working Paper 2023-61 Tony Chernis, Niko Hauzenberger, Florian Huber, Gary Koop, James Mitchell This paper studies non-parametric combinations of density forecasts. We introduce a regression tree-based approach that allows combination weights to vary on the features of the densities, time-trends or economic indicators. In two empirical applications, we show the benefits of this approach in terms of improved forecast accuracy and interpretability. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C11, C3, C32, C5, C53
Four Decades of Canadian Earnings Inequality and Dynamics Across Workers and Firms Staff Working Paper 2021-20 Audra Bowlus, Émilien Gouin-Bonenfant, Huju Liu, Lance Lochner, Youngmin Park We use four decades of Canadian matched employer-employee data to explore how inequality and the dynamics of individual earnings have evolved over time in Canada. We also examine how the earnings growth of individuals is related to the growth of their employers. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Firm dynamics, Labour markets, Potential output, Productivity JEL Code(s): D, D2, D22, D3, D31, E, E2, E24, J, J2, J24, J3, J31, J6, J63
Entry and Exit in Treasury Auctions Staff Working Paper 2024-29 Jason Allen, Ali Hortaçsu, Eric Richert, Milena Wittwer This paper introduces and estimates a structural model of the Canadian primary market for government debt. We assess the role of dealer exit in this market as a key reason for increased, yet irregular, customer entry and quantify the benefits of greater customer competition against the costs of higher market volatility. Content Type(s): Staff research, Staff working papers Research Topic(s): Debt management, Financial institutions, Financial markets, Market structure and pricing JEL Code(s): D, D4, D44, D47, G, G1, G12, G2, G28
May 16, 2019 Financial System Review—2019 In our Financial System Review, we identify the main vulnerabilities and risks to financial stability in Canada and explain how they have evolved over the past year. This issue reflects the Bank’s judgment that the vulnerabilities associated with high household debt and imbalances in the housing market have declined modestly but remain significant. The Financial System Review is a product of the Governing Council of the Bank of Canada: Stephen S. Poloz, Carolyn A. Wilkins, Timothy Lane, Lawrence Schembri, Lynn Patterson and Paul Beaudry. Content Type(s): Publications, Financial Stability Report
November 17, 2016 Recent Changes to the Bank of Canada’s Emergency Lending Assistance Policy Bank of Canada Review - Autumn 2016 Christopher Graham, Natasha Khan, Alexandra Lai Emergency Lending Assistance (ELA) is a discretionary last-resort collateralized loan or ad-vance by the Bank of Canada to eligible financial institutions (FIs) and financial market infrastructures (FMIs) facing serious liquidity problems. In December 2015, the Bank revised its ELA policy to (i) replace the requirement for an FI’s solvency with the requirement for a credible recovery and resolution framework; (ii) include mortgages as eligible collateral; and (iii) clarify both the eligibility requirements for FMIs and provincially regulated deposit-taking FIs. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial stability, Financial system regulation and policies, Lender of last resort JEL Code(s): E, E5, E58, G, G0, G01, G2
October 23, 2013 Monetary Policy Report – October 2013 The Canadian economy is expected to grow by 1.6 per cent in 2013, 2.3 per cent in 2014 and 2.6 per cent in 2015, and to reach full production capacity around the end of 2015. Content Type(s): Publications, Monetary Policy Report
A New Measure of the Canadian Effective Exchange Rate Staff Discussion Paper 2016-1 Russell Barnett, Karyne B. Charbonneau, Guillaume Poulin-Bellisle Canada’s international competitiveness has received increasing attention in recent years as exports have fallen short of expectations and Canada has lost market share. This paper asks whether the Bank of Canada’s current effective exchange rate measure, the CERI, is still an accurate measure of Canada’s international competitiveness. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Exchange rates, International topics JEL Code(s): F, F1, F3, F31