Challenges in Implementing Worst-Case Analysis Staff working paper 2018-47 Jon Danielsson, Lerby Ergun, Casper G. de Vries Worst-case analysis is used among financial regulators in the wake of the recent financial crisis to gauge the tail risk. We provide insight into worst-case analysis and provide guidance on how to estimate it. We derive the bias for the non-parametric heavy-tailed order statistics and contrast it with the semi-parametric extreme value theory (EVT) approach. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C0, C01, C1, C14, C5, C58 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods
December 21, 2006 Financial System Review - December 2006 The financial system makes an important contribution to the welfare of all Canadians. The ability of households and firms to confidently hold and transfer financial assets is one of the fundamental building blocks of the Canadian economy. Content Type(s): Publications, Financial Stability Report
August 18, 2011 Developing a Medium-Term Debt-Management Strategy for the Government of Canada Bank of Canada Review - Summer 2011 Marc Larson, Étienne Lessard As the Government of Canada’s fiscal agent, the Bank of Canada provides strategic policy advice on the management of the government’s debt, in addition to being responsible for conducting debt-management operations. In this article, the authors review the evolution of the debt strategy over the past 20 years and outline the complex process of developing a sound strategy that balances various cost and risk considerations. This includes an examination of the tools and practices used to develop the new medium-term debt-management strategy, such as the modelling approach involved, market consultations and various debt-management metrics. Content Type(s): Publications, Bank of Canada Review articles
Did U.S. Consumers Respond to the 2014–2015 Oil Price Shock? Evidence from the Consumer Expenditure Survey Staff working paper 2018-13 Patrick Alexander, Louis Poirier The impact of oil price shocks on the U.S. economy is a topic of considerable debate. In this paper, we examine the response of U.S. consumers to the 2014–2015 negative oil price shock using representative survey data from the Consumer Expenditure Survey. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D12, E, E2, E21, Q, Q4, Q43 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
September 15, 2008 Offshoring and Its Effects on the Labour Market and Productivity: A Survey of Recent Literature Bank of Canada Review - Autumn 2008 James Rossiter, Yi Zheng, Calista Cheung Offshoring has become an increasingly prominent aspect of the globalization process. Evidence over the past two decades suggests that offshoring has not exerted a noticeable impact on overall employment and earnings growth in advanced economies, but it has likely contributed to shifting the demand for labour towards higher-skilled jobs. There appear to be some positive effects of offshoring on productivity, but such effects differ by country. Content Type(s): Publications, Bank of Canada Review articles
June 21, 2006 Financial System Review - June 2006 The financial system makes an important contribution to the welfare of all Canadians. The ability of households and firms to confidently hold and transfer financial assets is one of the fundamental building blocks of the Canadian economy. Content Type(s): Publications, Financial Stability Report
February 23, 2021 Canada’s labour market: rebound, recuperation and restructuring Remarks (delivered virtually) Tiff Macklem Edmonton Chamber of Commerce and Calgary Chamber of Commerce Calgary, Alberta, Edmonton, Alberta Governor Tiff Macklem talks about the COVID-19 pandemic and major economic forces are affecting the labour market, and the need for all groups to benefits from the recovery. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial stability, Funds management, Monetary policy, Economy/Economic growth, Inflation targeting framework
On the Value of Virtual Currencies Staff working paper 2016-42 Wilko Bolt, Maarten van Oordt This paper develops an economic framework to analyze the exchange rate of virtual currency. Three components are important: first, the current use of virtual currency to make payments; second, the decision of forward-looking investors to buy virtual currency (thereby effectively regulating its supply); and third, the elements that jointly drive future consumer adoption and merchant acceptance of virtual currency. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E42, E5, E51, F, F3, F31, G, G1 Research Theme(s): Financial markets and funds management, Market functioning, Money and payments, Digital assets and fintech, Payment and financial market infrastructures
Natural disasters and inflation in Canada Staff analytical note 2025-8 Thibaut Duprey, Victoria Fernandes How do storms, floods and wildfires affect consumer prices? In the short term, natural disasters can significantly increase volatility in Canada-wide inflation. Over the long term, natural disasters influence inflation in shelter prices, especially when provincial output is already weak relative to trend. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E3, E31, Q, Q5, Q54 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Structural challenges, Climate change
Analysis of Asymmetric GARCH Volatility Models with Applications to Margin Measurement Staff working paper 2018-21 Elena Goldman, Xiangjin Shen We explore properties of asymmetric generalized autoregressive conditional heteroscedasticity (GARCH) models in the threshold GARCH (GTARCH) family and propose a more general Spline-GTARCH model, which captures high-frequency return volatility, low-frequency macroeconomic volatility as well as an asymmetric response to past negative news in both autoregressive conditional heteroscedasticity (ARCH) and GARCH terms. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C58, G, G1, G19, G2, G23, G28 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods, Money and payments, Payment and financial market infrastructures