March 26, 2018 Annual Report 2017 The Annual Report outlines the Bank’s activities and achievements in 2017. It includes the financial statements and a message from Governor Stephen S. Poloz. Content Type(s): Publications, Annual Report
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
November 9, 1994 The Bank of Canada's new Quarterly Projection Model (QPM): An introduction Bank of Canada Review - Autumn 1994 Stephen S. Poloz, David Rose, Robert Tetlow This article provides an overview of the Bank of Canada's new economic model, the Quarterly Projection Model (QPM), which has been under development at the Bank since 1989. The model has two roles. It is used to make economic projections, which are conducted quarterly and form an important basis for discussions of monetary policy between staff and senior management. QPM is also a research tool: it was developed to analyse important changes to the economy or macroeconomic policies which require a deeper understanding of long-term economic forces. The model pays particular attention to factors shaping long-term equilibrium, such as stocks of wealth, capital, government debt and net foreign assets. Various sources of dynamics, including the adjustment of forward-looking expectations, operate to determine the transition path to equilibrium and the consistency of expectations. The article discusses the history of QPM and earlier economic models at the Bank, and provides a simple overview of how the model works. Content Type(s): Publications, Bank of Canada Review articles
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.
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
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
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
The Governor’s Challenge: A Decade of Success Staff analytical paper 2026-9 James Chapman, Stéphanie Houle, Lawrence L. Schembri The Governor’s Challenge (GC) by the Bank of Canada marked its tenth year as a successful outreach and education initiative, designed to strengthen public understanding of macroeconomics and monetary policy. Content Type(s): Staff research, Staff analytical paper JEL Code(s): E, E5
February 10, 2020 Research paper awards At the Bank of Canada, we’re pleased to offer awards for research papers by students and by staff.
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