May 24, 2017 Collaboration on the regulatory agenda We help manage the benefits and risks of fintech and digital currencies at the international level through our work with the Financial Stability Board, the International Monetary Fund and the Bank for International Settlements.
January 19, 2011 Monetary Policy Report – January 2011 This is a report of the Governing Council of the Bank of Canada: Mark Carney, Tiff Macklem, John Murray, Timothy Lane, Jean Boivin and Agathe Côté. It presents the Bank’s outlook based on data received up to 14 January 2011. Content Type(s): Publications, Monetary Policy Report
June 25, 2015 Building Trust, Not Walls: The Case for Cross-Border Financial Integration Remarks Lawrence L. Schembri Windsor–Essex Regional Chamber of Commerce Windsor, Ontario Deputy Governor Lawrence Schembri discusses the need to address cross-border obstacles to greater financial integration. Content Type(s): Press, Speeches and appearances, Remarks
Contribution of Human Capital Accumulation to Canadian Economic Growth Staff discussion paper 2022-7 Audra Bowlus, Youngmin Park, Chris Robinson This paper quantifies the contribution of human capital accumulation to the growth of real gross domestic product (GDP) in Canada. Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D2, D24, E, E2, E24, J, J2, J24, J3, J31, O, O4, O47 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply, Digitalization and productivity
December 10, 1996 The maturity structure of household financial assets and liabilities Bank of Canada Review - Winter 1996-1997 Marie-Claude Montplaisir In this article, the author examines the maturity structure of the household sector's balance sheet and the degree of interest rate variability of household loans and financial assets. The bulk of households' interest-bearing assets and financial liabilities consists of medium- and long-term, fixed-rate instruments. The pattern of personal consumption is therefore influenced more by the wealth effects of interest rate changes than by their income effects, and the full impact of a permnent shift in interest rates on consumption will become apparent only after a lag. Content Type(s): Publications, Bank of Canada Review articles
The Bank of Canada 2015 Retailer Survey on the Cost of Payment Methods: Calibration for Single-Location Retailers Technical report No. 109 Heng Chen, Rallye Shen Calibrated weights are created to (a) reduce the nonresponse bias; (b) reduce the coverage error; and (c) make the weighted estimates from the sample consistent with the target population in terms of certain key variables. Content Type(s): Staff research, Technical reports JEL Code(s): C, C8, C81, C83 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Retail payments
March 23, 2017 Annual Report 2016 The Annual Report outlines the Bank’s activities and achievements in 2016. It includes the financial statements and a message from Governor Stephen S. Poloz. Content Type(s): Publications, Annual Report
Estimation and Inference for Stochastic Volatility Models with Heavy-Tailed Distributions Staff working paper 2026-8 Gabriel Rodriguez Rondon, Jean-Marie Dufour, Md. Nazmul Ahsan Statistical inference--both estimation and testing--for stochastic volatility (SV) models is known to be challenging and computationally demanding. We propose simple and efficient estimators for SV models with conditionally heavy-tailed error distributions, particularly the Student’s t and Generalized Exponential Distributions (GED). The estimators rely on a small set of moment conditions derived from ARMA-type representations of SV models, with an option to apply “winsorization” to improve stability and finite-sample performance. Except for the degrees of-freedom parameter, closed-form expressions are available for all other parameters, extending Ahsan and Dufour (2019, 2021), thus eliminating the need for numerical optimization or initial values. We derive the estimators’ asymptotic distribution and show that, due to their analytical tractability, they support reliable, and even exact, simulation-based inference via Monte Carlo or bootstrap methods. We assess their performance through extensive simulations and demonstrate their practical relevance in financial return data, which strongly reject the normality assumption in favor of heavy-tailed models. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C12, C13, C15, C2, C22, C5, C51, C53, C58 Research Theme(s): Financial markets and funds management, International markets and currencies, Models and tools, Econometric, statistical and computational methods, Economic models
November 20, 2007 Managing Risks to Financial System Stability Remarks Pierre Duguay CFA Québec Québec, Québec The recent dislocations in credit markets have brought these issues into sharp focus. Among other things, the market turbulence has highlighted the critical role that confidence and liquidity play in financial markets. Content Type(s): Press, Speeches and appearances, Remarks
August 13, 1998 Labour force participation in Canada: Trends and shifts Bank of Canada Review - Summer 1998 Irene Ip A key determinant of the potential growth of an economy is the rate at which the labour force increases, which depends both on population growth and on changes in the participation rate. Cyclical factors related to the economic environment can play a significant role in affecting the participation rate, as can structural factors and demographic trends. From the mid-1970s to the end of the 1980s, the participation rate rose almost without interruption to a record high of 67.5 per cent. In contrast, between 1990 and 1995, it declined sharply and has been relatively steady at around 65 per cent since 1995. In this article, the author analyzes the participation rate of age and gender groupings in order to better understand the factors leading to these developments and their implications for future movements in the aggregate rate. While cyclical factors contributed to the decline in the participation rate in the 1990s, structural factors (such as an increase in school attendance rates and the increasing use of computer technology) and demographic trends (the aging of the population) have had a substantial impact. The conclusion reached is that, while some recovery is to be expected, the aggregate participation rate is unlikely to return to its 1989 peak over the next decade or so. Content Type(s): Publications, Bank of Canada Review articles