Regulatory Changes and Financial Structure: The Case of Canada Staff Working Paper 2004-26 Christian Calmès The author documents some stylized facts about the Canadian financial structure. He explores these empirical facts in the context of Canadian financial legislation and finds that, over the 1990s, Canadian businesses became more heavily dependent on financial markets as their primary source of external funding. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial services, Recent economic and financial developments JEL Code(s): G, G2, G20, G21
Finding a Needle in a Haystack: A Machine Learning Framework for Anomaly Detection in Payment Systems Staff Working Paper 2024-15 Ajit Desai, Anneke Kosse, Jacob Sharples Our layered machine learning framework can enhance real-time transaction monitoring in high-value payment systems, which are a central piece of a country’s financial infrastructure. When tested on data from Canadian payment systems, it demonstrated potential for accurately identifying anomalous transactions. This framework could help improve cyber and operational resilience of payment systems. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Financial institutions, Financial services, Financial system regulation and policies, Payment clearing and settlement systems JEL Code(s): C, C4, C45, C5, C55, D, D8, D83, E, E4, E42
Improving the Efficiency of Payments Systems Using Quantum Computing Staff Working Paper 2022-53 Christopher McMahon, Donald McGillivray, Ajit Desai, Francisco Rivadeneyra, Jean-Paul Lam, Thomas Lo, Danica Marsden, Vladimir Skavysh We develop an algorithm and run it on a hybrid quantum annealing solver to find an ordering of payments that reduces the amount of system liquidity necessary without substantially increasing payment delays. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Financial institutions, Financial services, Financial system regulation and policies, Payment clearing and settlement systems JEL Code(s): C, C6, C61, C63, D, D8, D83, E, E4, E42, E5, E58
Are Working Hours Complements in Production? Staff Working Paper 2022-47 Lin Shao, Faisal Sohail, Emircan Yurdagul Using Canadian matched employer-employee data, we show that working hours of different workers are gross complements in production rather than perfect substitutes, as is typically assumed by macroeconomic models of production. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Labour markets JEL Code(s): E, E2, E23, J, J2, J22, J23, J3, J31
Some Notes on Monetary Policy Rules with Uncertainty Staff Working Paper 2003-16 Gabriel Srour The author explores the role that Taylor-type rules can play in monetary policy, given the degree of uncertainty in the economy. The optimal rule is derived from a simple infinite-horizon model of the monetary transmission mechanism, with only additive uncertainty. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy and uncertainty JEL Code(s): E, E5, E52
February 10, 2011 Commodity Prices: The Long and the Short of It Remarks John Murray IPAC-Saskatchewan/Johnson/Shoyama Graduate School of Public Policy Regina, Saskatchewan Commodity prices are once again making headlines. Some commodity prices, such as those for copper and cattle, have reached record highs; others are rising quickly and approaching previous peaks. Content Type(s): Press, Speeches and appearances, Remarks
February 10, 2015 Minding the Labour Gap Remarks Carolyn A. Wilkins Ottawa Economics Association Ottawa, Ontario Senior Deputy Governor Carolyn Wilkins discusses the state of the labour market, the impact of lower oil prices on Canada’s economic outlook and the importance of both for monetary policy. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Inflation and prices, Inflation targets, Labour markets, Monetary policy, Potential output, Productivity
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 Research Topic(s): Financial stability JEL Code(s): C, C0, C01, C1, C14, C5, C58
Improving Overnight Loan Identification in Payments Systems Staff Working Paper 2014-25 Mark Rempel Information on the allocation and pricing of over-the-counter (OTC) markets is scarce. Furfine (1999) pioneered an algorithm that provides transaction-level data on the OTC interbank lending market. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets, Interest rates, Payment clearing and settlement systems JEL Code(s): C, C3, C38, C5, C53, E, E4, E42, E44, G, G1, G10
Resurrecting the Role of Real Money Balance Effects Staff Working Paper 2009-24 José Dorich I present a structural econometric analysis supporting the hypothesis that money is still relevant for shaping inflation and output dynamics in the United States. In particular, I find that real money balance effects are quantitatively important, although smaller than they used to be in the early postwar period. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Monetary aggregates, Monetary policy transmission JEL Code(s): E, E3, E31, E32, E5, E52