Optimal Estimation of Multi-Country Gaussian Dynamic Term Structure Models Using Linear Regressions Staff working paper 2017-33 Antonio Diez de los Rios This paper proposes a novel asymptotic least-squares estimator of multi-country Gaussian dynamic term structure models that is easy to compute and asymptotically efficient, even when the number of countries is relatively large—a situation in which other recently proposed approaches lose their tractability. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E43, F, F3, F31, G, G1, G12, G15 Research Theme(s): Financial markets and funds management, International markets and currencies, Models and tools, Econometric, statistical and computational methods, Economic models
March 9, 2010 Monetary Policy Rules in an Uncertain Environment Bank of Canada Review - Spring 2010 Gino Cateau, Stephen Murchison This article examines recent research on the influence of various forms of economic uncertainty on the performance of different classes of monetary policy rules: from simple rules to fully optimal monetary policy under commitment. The authors explain why uncertainty matters in the design of monetary policy rules and provide quantitative examples from the recent literature. They also present results for several policy rules in ToTEM, the Bank of Canada's main model for projection and analysis, including rules that respond to price level, rather than to inflation. Content Type(s): Publications, Bank of Canada Review articles
Dynamic Privacy Choices Staff working paper 2022-8 Shota Ichihashi Consumers often express concerns about lack of privacy, but they still give up a lot of data to digital platforms. This paper builds a dynamic game-theoretic model of data collection and privacy protection, which potentially explains consumers’ behaviour. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D82, D83 Research Theme(s): Models and tools, Economic models, Money and payments, Digital assets and fintech
Credit Card Minimum Payment Restrictions Staff working paper 2024-26 Jason Allen, Michael Boutros, Benedict Guttman-Kenney We study a government policy that restricts repayment choices with the aim of reducing credit card debt and estimate its effects by applying a difference-in-differences methodology to comprehensive credit-reporting data about Canadian consumers. We find the policy has trade-offs: reducing revolving debt comes at a cost of reducing credit access, and potentially increasing delinquency. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D18, E, E2, E21, G, G2, G28, G5, G51 Research Theme(s): Financial system, Financial system regulation and oversight, Household and business credit
How Do Households Respond to Expected Inflation? An Investigation of Transmission Mechanisms Staff working paper 2024-44 Janet Hua Jiang, Rupal Kamdar, Kelin Lu, Daniela Puzzello We conduct surveys to study how consumer spending responds to higher inflation expectations. Most respondents spend the same, sticking to fixed budget plans or not considering inflation for spending decisions. About 20% decrease spending because they feel poorer and cut spending to invest in inflation-proof assets. Very few increase spending. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D15, D8, D84, E, E2, E5, E52, E7 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Real economy and forecasting
December 9, 2010 The Countercyclical Bank Capital Buffer: Insights for Canada Financial System Review - December 2010 David Xiao Chen, Ian Christensen Content Type(s): Publications, Financial System Review articles
Markov‐Switching Three‐Pass Regression Filter Staff working paper 2017-13 Pierre Guérin, Danilo Leiva-Leon, Massimiliano Marcellino We introduce a new approach for the estimation of high-dimensional factor models with regime-switching factor loadings by extending the linear three-pass regression filter to settings where parameters can vary according to Markov processes. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C22, C23, C5, C53 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Real economy and forecasting
Equity Option-Implied Probability of Default and Equity Recovery Rate Staff working paper 2016-58 Bo Young Chang, Greg Orosi There is a close link between prices of equity options and the default probability of a firm. We show that in the presence of positive expected equity recovery, standard methods that assume zero equity recovery at default misestimate the option-implied default probability. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G13, G3, G33 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk
The Market for Acquiring Card Payments from Small and Medium-Sized Canadian Merchants Staff discussion paper 2020-5 Angelika Welte, Jozsef Molnar This note uses industry data and a unique dataset of small and medium-sized merchants to provide insights into the acquirer-merchant market in Canada. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C2, D, D2, E, E4, E42 Research Theme(s): Financial markets and funds management, Market structure, Money and payments, Payment and financial market infrastructures, Retail payments
Pulse check: Measuring underlying inflation and its drivers Staff analytical note 2025-29 Luis Uzeda This note presents PULSE, a new measure of underlying inflation in Canada based on a dynamic factor model estimated on disaggregated inflation data. PULSE captures the persistent component of inflation and decomposes it into broad-based and sector-specific inflationary pressures. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C5, C55, E, E3, E31, E5, E52 Research Theme(s): Financial system, Financial system regulation and oversight, Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures