A Look Inside the Box: Combining Aggregate and Marginal Distributions to Identify Joint Distributions Staff working paper 2018-29 Marie-Hélène Felt This paper proposes a method for estimating the joint distribution of two or more variables when only their marginal distributions and the distribution of their aggregates are observed. Nonparametric identification is achieved by modelling dependence using a latent common-factor structure. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C14, D, D1, D14, E, E4, E41 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Cash and bank notes
Asset Encumbrance, Bank Funding and Financial Fragility Staff working paper 2016-16 Kartik Anand, Prasanna Gai, James Chapman, Toni Ahnert In this piece we show that a limit on the level of asset encumbrance and minimum capital requirements are effective tools for minimizing the incentive for banks to take excessive risk. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D82, G, G0, G01, G2, G21, G28 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Financial system regulation and oversight
Price Selection Staff working paper 2018-44 Carlos Carvalho, Oleksiy Kryvtsov We propose a simple, model-free way to measure selection in price setting and its contribution to inflation dynamics. The proposed measure of price selection is based on the observed comovement between inflation and the average level from which adjusting prices depart. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E5, E51 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
March 29, 2010 Beyond Recovery: Sustaining Economic Growth Remarks Paul Jenkins Economic Club of Canada Toronto, Ontario John Maynard Keynes said the objective of "analysis is … to provide ourselves with an organized and orderly method of thinking out particular problems .… This is the nature of economic thinking." Content Type(s): Press, Speeches and appearances, Remarks
How Do Some Lower-Income Canadians Pay Staff analytical paper 2026-6 Jerry Buckland, Christopher Henry, Wendy Nur, Aidan Romanow-Bear, Stephen Wild Previous research suggests that lower-income Canadians may have unique experiences with the use of payments, including the use of cash and digital payments. We conduct a case study using data from [the Canadian Financial Diaries project/Canadian financial diaries] to gain insight into how some lower-income Canadians pay. Content Type(s): Staff research, Staff analytical paper JEL Code(s): D, D8, D83, E, E4, E41 Research Theme(s): Money and payments, Cash and bank notes, Retail payments
A Barometer of Canadian Financial System Vulnerabilities Staff analytical note 2017-24 Thibaut Duprey, Tom Roberts This note presents a composite indicator of Canadian financial system vulnerabilities—the Vulnerabilities Barometer. It aims to complement the Bank of Canada’s vulnerabilities assessment by adding a quantitative and synthesized perspective to the more granular (distributional) analysis presented in the Financial System Review. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C1, C14, C4, C40, D, D1, D14, E, E3, E32, E6, E66, F, F0, F01, G, G0, G01, G1, G15, G2, G21, H, H6, H63 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Econometric, statistical and computational methods
November 11, 2008 Merchants' Costs of Accepting Means of Payment: Is Cash the Least Costly? Bank of Canada Review - Winter 2008-2009 Carlos Arango, Varya Taylor In a competitive sales environment, merchants are compelled to offer consumers the option of paying for goods and services using a variety of payment methods, including cash, debit card, or credit card. Each method entails different costs and benefits to merchants. To better understand the costs of accepting retail payments, the Bank of Canada surveyed over 500 Canadian merchants and found that most consider cash the least costly. This article investigated this perception by calculating the variable costs per transaction of accepting different means of payment. The findings are that costs for each payment method vary by merchant and transaction value, with debit cards the least costly payment for a broad cross-section of merchants. Content Type(s): Publications, Bank of Canada Review articles
March 18, 2008 Canada's Experience with a Flexible Exchange Rate in the 1950s: Valuable Lessons Learned Bank of Canada Review - Spring 2008 Lawrence L. Schembri Schembri studies Canada's post-World War II experience in introducing a floating exchange rate, including its effects on the Canadian economy and its influence on the development of macroeconomic theory. In particular, Canada's flexible exchange rate and high degree of capital mobility with the United States provided an unprecedented experiment for macroeconomic policy. The successes and difficulties encountered by Canadian authorities in managing monetary and fiscal policy under this regime drew the interest of researchers at the International Monetary Fund and elsewhere and had a significant impact on the development of the Mundell-Fleming model, the path-breaking innovation in modern open-economy macroeconomics. Content Type(s): Publications, Bank of Canada Review articles
Optimal Monetary Policy According to HANK Staff working paper 2021-55 Sushant Acharya, Edouard Challe, Keshav Dogra We study optimal monetary policy in an analytically tractable Heterogeneous Agent New Keynesian model. In the model, the central bank has an incentive to reduce consumption inequality in addition to keeping economic activity at its efficient level and inflation stable. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E21, E3, E30, E5, E52, E6, E62, E63 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation
A Financial Stability Analysis of Zombie Firms in Canada Staff analytical note 2020-3 Timothy Grieder, Juan Ortega We measure the prevalence of zombie firms in Canada and assess how they could potentially affect the financial system. Content Type(s): Staff research, Staff analytical notes JEL Code(s): G, G3, G32 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit