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 JEL Code(s): C, C8, C83 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Retail payments
Implementing Cross-Border Interbank Lending in BoC-GEM-FIN Staff discussion paper 2016-19 Malik Shukayev, Argyn Toktamyssov BIS interbank lending data show that the Great Recession generated large and persistent changes in the international interbank lending positions of various countries. The main objective of this study is to understand the role of changes in international interbank credit flows in transmitting shocks across borders. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E2, E27, E3, E37, F, F4, F47 Research Theme(s): Financial system, Financial institutions and intermediation, Models and tools, Economic models, Structural challenges, International trade, finance and competitiveness
Optimal Conventional and Unconventional Monetary Policy Mix Staff working paper 2026-18 Sami Alpanda, Serdar Kabaca, Kostas Mavromatis We show that in a heterogeneous economy, optimal policy after cost-push shocks raises short-term rates to curb inflation while lowering long-term rates to support indebted households, speeding investment and output recovery while increasing consumption inequality. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E40, E43, E5, E52 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation
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 JEL Code(s): F, F1, F16, F2, F22, J, J6, J61 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply, International trade, finance and competitiveness
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 JEL Code(s): C, C1, C11, C3, C32, C5, C53 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
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 JEL Code(s): F, F1, F4, F6
Are Long-Horizon Expectations (De-)Stabilizing? Theory and Experiments Staff working paper 2019-27 George Evans, Cars Hommes, Isabelle Salle, Bruce McGough Most models in finance assume that agents make trading plans over the infinite future. We consider instead that they are boundedly rational and may only form forecasts over a limited horizon. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C9, C92, D, D8, D84, E Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
Welfare Analysis of Equilibria With and Without Early Termination Fees in the US Wireless Industry Staff working paper 2020-9 Joseph Cullen, Nicolas Schutz, Oleksandr Shcherbakov The elimination of long-term contracts and early termination fees (ETFs) in the US wireless industry at the end of 2015 increased monthly service fees by 2 to 5 percent. Nevertheless, consumers are clearly better off without ETFs. While firms’ revenues from ETFs vanish, their profits from monthly fees increase. As a result, the overall effect on producer profits is less clear. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D22, L, L1, L15, L9, L96 Research Theme(s): Financial markets and funds management, Market structure, Models and tools, Econometric, statistical and computational methods
April 14, 2007 The Canadian Overnight Market: Recent Evolution and Structural Changes Bank of Canada Review - Spring 2007 Christopher Reid Since 1997 when the Bank of Canada last published a review of the Canadian overnight market, several important changes have affected the market's structure and dynamics. Reid provides a current overview of the market, examining the financial instruments, market transparency and flows, and the collateralized overnight rate as it has evolved since the introduction of the Large Value Transfer System and the fixed announcement dates. Other significant influences include changes in market practices regarding risk management, the rise of securities lending, the increased demand for collateral, and the Bank of Canada's measures to reinforce the target for the overnight rate. Content Type(s): Publications, Bank of Canada Review articles
Transaction Costs, the Value of Convenience, and the Cross-Section of Safe Asset Returns Staff working paper 2025-34 Ragnar Juelsrud, Plamen Nenov, Fabienne Schneider, Olav Syrstad We study the cross-section of equilibrium returns on safe assets using a tractable asset pricing model with a micro-founded demand for liquidity and multiple safe assets with heterogeneous transaction costs. We test the main predictions of our theory using a novel measure of relative (in)convenience yields in the US Treasury market. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E44, G, G1, G12 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission