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
How Oil Supply Shocks Affect the Global Economy: Evidence from Local Projections Staff discussion paper 2019-6 Olivier Gervais We provide empirical evidence on the impact of oil supply shocks on global aggregates. To do this, we first extract structural oil supply shocks from a standard oil-price determination model found in the literature. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C2, C22, C5, E, E3, E37, Q, Q4, Q43 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting, Structural challenges, International trade, finance and competitiveness
December 23, 2004 Financial System Review - December 2004 The Canadian financial system comprises financial markets, financial institutions, and the clearing and settlement systems. Content Type(s): Publications, Financial Stability Report
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
August 25, 2015 The Long-Term Evolution of House Prices: An International Perspective Remarks Lawrence L. Schembri Canadian Association for Business Economics Kingston, Ontario Deputy Governor Lawrence Schembri discusses the international evidence of underlying determinants of long-term movements in house prices. Content Type(s): Press, Speeches and appearances, Remarks
Estimating the Slope of the Demand Function at Auctions for Government of Canada Bonds Staff discussion paper 2023-12 Bo Young Chang We use bid data from Government of Canada bond auctions between 1999 and 2021 to gauge the yield sensitivity of these bonds to the issuance amount. Our new metric estimates the demand function of the bidders at each auction and offers insights into the relationship between supply and yield of government bonds. Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D4, D44, G, G1, G12 Research Theme(s): Financial markets and funds management, Funds management, Market functioning
Consumer Cash Withdrawal Behaviour: Branch Networks and Online Financial Innovation Staff working paper 2021-28 Heng Chen, Matthew Strathearn, Marcel Voia The physical network of bank branches is important in how consumers manage their cash holdings. This paper estimates how consumer withdrawal behaviour responds to the distance they must travel to their branch. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, G21, R, R2, R22 Research Theme(s): Money and payments, Cash and bank notes, Digital assets and fintech
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
A Simple Method for Extracting the Probability of Default from American Put Option Prices Staff working paper 2020-15 Bo Young Chang, Greg Orosi A put option is a financial contract that gives the holder the right to sell an asset at a specific price by (or at) a specific date. A put option can therefore provide its holder insurance against a large drop in the stock price. This makes the prices of put options an ideal source of information for a market-based measure of the probability of a firm’s default. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G13, G3, G33 Research Theme(s): Financial markets and funds management, Market functioning, Market structure
Markets Look Beyond the Headline Staff analytical note 2018-37 Bruno Feunou, James Kyeong, Raisa Leiderman Many reports and analyses interpret the release of new economic data based on the headline surprise—for instance, total inflation, real GDP growth and the unemployment rate. However, we find that headline news alone cannot adequately explain the responses of market prices to new information. Rather, market prices react more strongly, on average, to non-headline news such as the composition of GDP growth, quality of jobs created and revisions to past data. Thus, tracking the impact of non-headline information released on the news day is crucial in analyzing how markets interpret and react to new economic data. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E4, E43, G, G1, G12, G14 Research Theme(s): Financial markets and funds management, Market functioning, Monetary policy, Monetary policy framework and transmission