Classical Decomposition of Markowitz Portfolio Selection Staff working paper 2020-21 Christopher Demone, Olivia Di Matteo, Barbara Collignon In this study, we enhance Markowitz portfolio selection with graph theory for the analysis of two portfolios composed of either EU or US assets. Using a threshold-based decomposition of their respective covariance matrices, we perturb the level of risk in each portfolio and build the corresponding sets of graphs. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C0, C02 Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Econometric, statistical and computational methods
Seeking Safety Staff working paper 2018-41 Toni Ahnert, Enrico Perotti The scale of safe assets suggests a structural demand for a safe wealth share beyond transaction and liquidity roles. We study how investors achieve a reference wealth level by combining self-insurance and contingent liquidation of investment. Intermediaries improve upon autarky, insuring investors with poor self-insurance and limiting liquidation. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk
Opaque Assets and Rollover Risk Staff working paper 2016-17 Benjamin Nelson, Toni Ahnert We model the asset-opacity choice of an intermediary subject to rollover risk in wholesale funding markets. Greater opacity means investors form more dispersed beliefs about an intermediary’s profitability. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G0, G01, G2 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
Breaking Down the US Employment Multiplier Using Micro-Level Data Staff working paper 2025-8 Edoardo Briganti, Holt Dwyer, Ricardo Duque Gabriel, Victor Sellemi Using newly matched data on US defense contracts and restricted administrative employment data, we show that the employment effects of defense procurement are costly, concentrated and slow to diffuse. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E6, E62, H, H5, H57, J, J2, J21 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
February 25, 2013 Rebuilding Trust in Global Banking Remarks Mark Carney 7th Annual Thomas d’Aquino Lecture on Leadership - Lawrence National Centre for Policy and Management - Richard Ivey School of Business - Western University London, Ontario Bank of Canada Governor Mark Carney discusses the breakdown in trust in global banking and what is required to rebuild it. Content Type(s): Press, Speeches and appearances, Remarks
November 16, 2017 An Initial Assessment of Changes to the Bank of Canada’s Framework for Market Operations Bank of Canada Review - Autumn 2017 Kaetlynd McRae, Sean Durr, David Manzo The Bank of Canada made changes to several of the tools that make up its framework for operations and liquidity provision. These changes came about after a comprehensive re-view of the framework and are designed to help the Bank better achieve its objectives of reinforcing the target for the overnight rate and supporting the well-functioning of Cana-dian financial markets under normal market conditions. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E4, E42, E44, E5, E52, E58, G, G0, G01, G1, G18
Trade and Diffusion of Embodied Technology: An Empirical Analysis Staff working paper 2023-21 Stephen Ayerst, Faisal Ibrahim, Gaelan MacKenzie, Swapnika Rachapalli Using data from patents, citations, inter-sectoral sales and customs, we examine the international diffusion of technology through imports of sectoral knowledge and production inputs. We develop an instrumental variable strategy to identify the causal effects of technology embodied in imports on innovation and diffusion outcomes. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F1, F14, F6, F61, O, O1, O19, O3, O31, O33 Research Theme(s): Structural challenges, Digitalization and productivity, International trade, finance and competitiveness
Monetary Policy Spillover to Small Open Economies: Is the Transmission Different under Low Interest Rates? Staff working paper 2021-62 Jin Cao, Valeriya Dinger, Tomás Gómez, Zuzana Gric, Martin Hodula, Alejandro Jara, Ragnar Juelsrud, Karolis Liaudinskas, Simona Malovaná, Yaz Terajima Does the transmission of monetary policy change when interest rates are low or negative? We shed light on this question by analyzing the international bank lending channels of monetary policy using regulatory data on banks from four small open economies: Canada, Chile, the Czech Republic and Norway. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E43, E5, E52, E58, F, F3, F34, F4, F42, G, G2, G21, G28 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Monetary policy, Monetary policy framework and transmission, Structural challenges, International trade, finance and competitiveness
May 10, 1996 Financing activities of provincial governments and their enterprises Bank of Canada Review - Spring 1996 Philip Wooldridge This article examines the changes that have occurred in the composition of funds raised by provincial borrowers during the 1990s. Higher financing requirements, coupled with the declining availability of funds from non-market sources such as the Canada Pension Plan, led provincial governments and their Crown corporations to broaden and to diversify their debt management programs. In particular, provincial borrowers expanded their presence in foreign bond markets, increased their issuance of floating-rate debt, and incorporated a wide variety of innovative debt instruments into their borrowing programs in order to minimize their borrowing costs and to manage the risks associated with the issuing of debt. As a result, the composition of funds raised by provincial borrowers during the 1990s differed markedly from that of the previous decade: between 1990 and 1995, provincial borrowing requirements were met almost entirely through the issuance of marketable debt, and net new foreign currency debt issues averaged nearly 50 per cent of funds raised, whereas between 1980 and 1989, non-market sources provided close to 30 per cent of funds raised, and net new foreign currency debt issues provided less than 20 per cent. Content Type(s): Publications, Bank of Canada Review articles
March 1, 2006 A Primer on Canada’s Large Value Transfer System Darcey McVanel, Neville Arjani This paper provides a comprehensive overview of Canada’s Large Value Transfer System (LVTS). Content Type(s): Background materials