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
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
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
Changing Fortunes: Long-Termism—G-Zero, Artificial Intelligence and Debt Staff discussion paper 2019-12 Stephen S. Poloz This paper discusses three long-term forces that are acting on the global economy and their implications for companies and policy-makers. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E6, E63, F, F0, F02, F1, F15, F5, F53, F6, H, O, O1, O11, O3, O33 Research Theme(s): Financial system, Financial stability and systemic risk, Structural challenges, Demographics and labour supply, Digitalization and productivity, International trade, finance and competitiveness
August 27, 2013 Exits, Spillovers and Monetary Policy Independence Remarks John Murray Canadian Association for Business Economics Kingston, Ontario Deputy Governor John Murray discusses exits from unconventional monetary policies, spillovers and monetary policy independence. Content Type(s): Press, Speeches and appearances, Remarks
COVID-19 crisis: Liquidity management at Canada’s largest public pension funds Staff analytical note 2021-11 Guillaume Bédard-Pagé, Daniel Bolduc-Zuluaga, Annick Demers, Jean-Philippe Dion, Manu Pandey, Léanne Berger-Soucy, Adrian Walton We examine how the eight largest Canadian public pension funds managed liquidity during the market turmoil in March 2020. The funds were generally resilient to large demands for liquidity and relied heavily on Canada's core funding markets. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E5, E58, G, G0, G01, G2, G23 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
August 12, 1998 The declining supply of treasury bills and the Canadian money market Bank of Canada Review - Summer 1998 Serge Boisvert, Nancy Harvey The supply of treasury bills has fallen considerably since 1995, reflecting a decline in the financing needs of the Canadian government and a change in its debt-management strategy. This has had a major impact on different segments of the money market. Among the various implications of this development, the authors point out the decrease in turnover and, hence, liquidity in the treasury bill market since 1995, as well as high rates of growth in the market for short-term interest rate derivatives and for short-term asset-backed securities. Content Type(s): Publications, Bank of Canada Review articles
November 10, 2008 The Quest for Confidence: 400 Years of Money – from La Nouvelle France to Canada Today Remarks Pierre Duguay students and faculty of Laval University Québec, Québec As we celebrate the 400th anniversary of the founding of Quebec, I thought it would be fitting for me, as a central banker, to take a look at how money has evolved over part of the past four centuries. Content Type(s): Press, Speeches and appearances, Remarks
October 8, 2020 From COVID to climate—the importance of risk management Remarks (delivered virtually) Tiff Macklem The Global Risk Institute Toronto, Ontario Governor Tiff Macklem discusses the importance of financial risk management as Canada recovers from the pandemic, and as it deals with issues like climate change. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial stability, Monetary policy, Economy/Economic growth, Inflation targeting framework