On the Essentiality of E-Money Staff Working Paper 2015-43 Jonathan Chiu, Tsz-Nga Wong Recent years have witnessed the advances of e-money systems such as Bitcoin, PayPal and various forms of stored-value cards. This paper adopts a mechanism design approach to identify some essential features of different payment systems that implement and improve the constrained optimal resource allocation. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Payment clearing and settlement systems JEL Code(s): E, E4, E42, E5, E58, L, L5, L51
CoMargin Staff Working Paper 2013-47 Jorge Cruz Lopez, Jeffrey H. Harris, Christophe Hurlin, Christophe Pérignon We present CoMargin, a new methodology to estimate collateral requirements for central counterparties (CCPs) in derivatives markets. CoMargin depends on both the tail risk of a given market participant and its interdependence with other participants. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial institutions, Financial markets, Financial stability JEL Code(s): G, G1, G13
Towards a HANK Model for Canada: Estimating a Canadian Income Process Staff Discussion Paper 2020-13 Iskander Karibzhanov How might one simulate a million realistic income paths and compute their statistical moments in under a second? Using CUDA-based methods to estimate the Canadian earnings process, I find that the distribution of labour income growth is sharply peaked with heavy tails—similar to that in the United States. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Labour markets JEL Code(s): D, D3, D31, E, E2, E24, J, J3, J31
The Propagation of Industrial Business Cycles Staff Working Paper 2014-48 Maximo Camacho, Danilo Leiva-Leon This paper examines the business cycle linkages that propagate industry-specific business cycle shocks throughout the economy in a way that (sometimes) generates aggregated cycles. The transmission of sectoral business cycles is modelled through a multivariate Markov-switching model, which is estimated by Gibbs sampling. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Domestic demand and components, Econometric and statistical methods JEL Code(s): C, C2, C22, E, E2, E27, E3, E32
Does Outward Foreign Investment Matter for Canadian Productivity? Evidence from Greenfield Investments Staff Working Paper 2018-31 Naveen Rai, Lena Suchanek, Maria Bernier This paper seeks to understand how outward foreign direct investment (FDI) affects the productivity of Canadian firms. We estimate the impact of outward greenfield investment on measures of firm-level productivity using FDI data from roughly 2,000 Canadian firms and more than 4,000 outward FDI projects over the 2003–14 period. Content Type(s): Staff research, Staff working papers Research Topic(s): Firm dynamics, Productivity JEL Code(s): D, D2, D24, F, F2, F21, F23
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 Research Topic(s): Asset pricing, Exchange rates, Interest rates JEL Code(s): E, E4, E43, G, G1, G12, G14
How to Manage Macroeconomic and Financial Stability Risks: A New Framework Staff Analytical Note 2018-11 Alexander Ueberfeldt, Thibaut Duprey Financial system vulnerabilities increase the downside risk to future GDP growth. Macroprudential tightening significantly reduces financial stability risks associated with vulnerabilities. Monetary policy faces a trade-off between financial stability and macroeconomic risks. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Economic models, Financial stability, Financial system regulation and policies, Interest rates, Monetary policy, Monetary policy framework JEL Code(s): E, E4, E44, E5, E52, E58, G, G0, G01
Assessing the Predictive Ability of Sovereign Default Risk on Exchange Rate Returns Staff Working Paper 2017-19 Claudia Foroni, Francesco Ravazzolo, Barbara Sadaba Increased sovereign credit risk is often associated with sharp currency movements. Therefore, expectations of the probability of a sovereign default event can convey important information regarding future movements of exchange rates. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Exchange rates, International financial markets JEL Code(s): C, C2, C22, C5, C52, C53, F, F3, F31
Decomposing Large Banks’ Systemic Trading Losses Staff Working Paper 2024-6 Radoslav Raykov Do banks realize simultaneous trading losses because they invest in the same assets, or because different assets are subject to the same macro shocks? This paper decomposes the comovements of bank trading losses into two orthogonal channels: portfolio overlap and common shocks. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability JEL Code(s): G, G1, G10, G11, G2, G20
January 10, 2011 Household Finances and Economic Growth Remarks Agathe Côté Canadian Club of Kingston Kingston, Ontario Why does household financial health matter to the Bank of Canada? It matters because how Canadians spend and how much they spend affect both the conduct of monetary policy and the stability of the financial system. Content Type(s): Press, Speeches and appearances, Remarks