Liquidation Mechanisms and Price Impacts in DeFi Staff Working Paper 2025-12 Phoebe Tian, Yu Zhu This paper theoretically and empirically examines the price impacts of liquidations in DeFi and how different liquidation mechanisms affect the price impacts. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech JEL Code(s): D, D4, D44, D47, G, G2, G20, G3, G33
Firm Heterogeneity and Adverse Selection in External Finance: Micro Evidence and Macro Implications Staff Working Paper 2025-20 Xing Guo, Pablo Ottonello, Thomas Winberry, Toni Whited We develop a heterogeneous firm macro model with private information and quantify the aggregate relevance of asymmetric information. We find that a spike in private information account for 40% of the decline in aggregate investment during the 2007-2009 financial crisis and made monetary stimulus significantly less effective. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Financial markets, Firm dynamics, Monetary policy JEL Code(s): D, D8, D82, E, E2, E22, E3, E32, E5, E52, G, G3, G30
Contraintes de liquidité et capital humain dans une petite économie ouverte Staff Working Paper 2004-13 Florian Pelgrin In an overlapping-generations model that represents a small open economy, where agents live two periods, liquidity constraints lead to low economic development when the only accumulable factor is human capital. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): I, I2, I20, O, O4, O40
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
BoC–BoE Sovereign Default Database: Appendix and References Technical Report No. 125 David Beers, Obiageri Ndukwe, Alex Charron Since 2014, the Bank of Canada (BoC) has maintained a comprehensive database of sovereign defaults to systematically measure and aggregate the nominal value of the different types of sovereign government debt in default. The database is posted on the BoC’s website and is updated annually in partnership with the Bank of England (BoE). Content Type(s): Staff research, Technical reports Research Topic(s): Debt management, Development economics, Financial stability, International financial markets JEL Code(s): F, F3, F34, G, G1, G10, G14, G15
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
Stress Testing the Corporate Loans Portfolio of the Canadian Banking Sector Staff Working Paper 2006-47 Miroslav Misina, David Tessier, Shubhasis Dey Stress testing, at its most general level, is an investigation of the performance of an entity under abnormal operating conditions. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability JEL Code(s): C, C1, C15, G, G2, G21, G3, G33
Expectation-Driven Term Structure of Equity and Bond Yields Staff Working Paper 2022-21 Ming Zeng, Guihai Zhao Recent findings on the term structure of equity and bond yields pose serious challenges to existing models of equilibrium asset pricing. This paper presents a new equilibrium model of subjective expectations to explain the joint historical dynamics of equity and bond yields (and their yield spreads). Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Financial markets, Interest rates JEL Code(s): E, E4, E43, G, G0, G00, G1, G12
Repo Market Functioning when the Interest Rate Is Low or Negative Staff Discussion Paper 2017-3 Jean-Sébastien Fontaine, James Hately, Adrian Walton This paper investigates how a low or negative overnight interest rate might affect the Canadian repo markets. The main conclusion is that the repo market for general collateral will continue to function effectively. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial markets, Interest rates, Market structure and pricing JEL Code(s): D, D4, G, G1, G10, G12
Parallel Tempering for DSGE Estimation Staff Working Paper 2024-13 Joshua Brault I develop a population-based Markov chain Monte Carlo algorithm known as parallel tempering to estimate dynamic stochastic general equilibrium models. Parallel tempering approximates the posterior distribution of interest using a family of Markov chains with tempered posteriors. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Economic models JEL Code(s): C, C1, C11, C15, E, E1, E10