MSTest: An R-Package for Testing Markov Switching Models Staff working paper 2026-7 Gabriel Rodriguez Rondon, Jean-Marie Dufour We present the R package MSTest, which implements hypothesis testing procedures to determine the number of regimes in Markov switching models. The package provides several testing frameworks, including Monte Carlo likelihood ratio tests, moment-based tests, parameter stability tests, and classical likelihood ratio procedures. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C12, C15, C18, C6, C63, C8, C87 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Real economy and forecasting
Cost Pass-Through with Capacity Constraints and International Linkages Staff working paper 2023-16 Reinhard Ellwanger, Hinnerk Gnutzmann, Piotr Śpiewanowski How are regional cost shocks passed through into global prices? We investigate the role of short-run capacity constraints and show that they can induce stark non-linearities in the pass-through. We highlight this effect for the market for ammonia, a commodity produced largely from natural gas. Content Type(s): Staff research, Staff working papers JEL Code(s): L, L1, L13, L6, L65, Q, Q4, Q40, Q5, Q54 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Structural challenges, Climate change, International trade, finance and competitiveness
Inequality in Parental Transfers and Optimal Need-Based Financial Aid Staff working paper 2019-7 Youngmin Park This paper studies optimal need-based financial aid when parental transfers—unobserved by policymakers—vary across and within families of similar means. Using data on U.S. college students, I document substantial inequality in parental transfers, especially among wealthier families. I then analyze how this affects aid design aimed at reducing inefficiencies from borrowing constraints and the aid itself. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D14, D6, D61, D64, D8, D82, I, I2, I22, J, J2, J24 Research Theme(s): Financial system, Household and business credit, Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
May 23, 2004 The Bank of Canada's Business Outlook Survey Bank of Canada Review - Spring 2004 Monica Martin Since the autumn of 1997, the regional offices of the Bank of Canada have conducted quarterly consultations with businesses across Canada. Timed to feed into the process that precedes the Bank's fixed dates for announcing monetary policy decisions, the consultations (now referred to as the Business Outlook Survey) are structured around a questionnaire which is sent to 100 firms that reflect the Canadian economy in terms of region, type of business activity, and firm size. Martin describes both the consultation process and the questionnaire and makes an initial assessment of the data gathered during the business interviews. The article includes charts and correlation tables that illustrate the responses to the key questions included in the survey. Content Type(s): Publications, Bank of Canada Review articles
November 17, 2001 Predictability of Average Inflation over Long Time Horizons Bank of Canada Review - Autumn 2001 Allan Crawford Uncertainty about the level of future inflation adversely affects the economy because it distorts the savings and investment decisions of households and businesses. Since these decisions typically involve planning horizons of many years, the adverse effects from inflation uncertainty can be reduced by adopting a policy framework that makes future inflation more predictable over long time horizons. When the inflation-control target was renewed in May 2001, the agreement affirmed that monetary policy will be directed at moving inflation to the 2 per cent midpoint of the target range over a six-to-eight-quarter horizon. The author describes how this policy commitment increases the predictability of average inflation over periods longer than one year. This relationship is illustrated using the Canadian experience from the inflation-targeting period. Content Type(s): Publications, Bank of Canada Review articles
Is Money Essential? An Experimental Approach Staff working paper 2023-39 Janet Hua Jiang, Peter Norman, Daniela Puzzello, Bruno Sultanum, Randall Wright Monetary theory says that money is essential if it helps to achieve better incentive-feasible outcomes. We test this in the laboratory. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C9, C92, E, E4, E5 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
Information Contagion and Systemic Risk Staff working paper 2017-29 Co-Pierre Georg, Toni Ahnert We examine the effect of ex-post information contagion on the ex-ante level of systemic risk defined as the probability of joint bank default. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G0, G01, G1, G11, G2, G21 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk
Tracking Heterogeneous Spending Patterns with Credit Card Microdata Staff analytical paper 2026-38 Jia Qi Xiao, Jackson Reid, Joey Daniels We present a measure of account-level credit card spending constructed using credit bureau microdata, capturing monthly spending for approximately 80% of adults in Canada. Our measure offers higher frequency than other publicly available consumption metrics, and can be disaggregated by age, geographic location and credit history. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C5, C55, C8, C81, D, D1, D14, E, E2, E21, E3, E32, G, G5, G51 Research Theme(s): Financial system, Financial stability and systemic risk, Financial system regulation and oversight, Household and business credit, Monetary policy, Real economy and forecasting
Non-Bank Investors and Loan Renegotiations Staff working paper 2016-60 Teodora Paligorova, João Santos We document that the structure of syndicates affects loan renegotiations. Lead banks with large retained shares have positive effects on renegotiations. In contrast, more diverse syndicates deter renegotiations, but only for credit lines. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, G21, G23 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Household and business credit
August 22, 2012 Globalisation, Financial Stability and Employment Remarks Mark Carney Canadian Auto Workers (CAW) Toronto, Ontario Governor Mark Carney discusses globalization, financial stability and employment. Content Type(s): Press, Speeches and appearances, Remarks