Predicting Canadian Recessions Using Financial Variables: A Probit Approach Staff Working Paper 1998-5 Joseph Atta-Mensah, Greg Tkacz This paper examines the ability of a number of financial variables to predict Canadian recessions. Regarding methodology, we follow closely the technique employed by Estrella and Mishkin (1998), who use a probit model to predict U.S. recessions up to eight quarters in advance. Our main finding is that the spread between the yield on Canadian […] Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Interest rates JEL Code(s): E, E3, E32, E4, E43
BoC–BoE Sovereign Default Database: Methodology, Assumptions and Sources Technical Report No. 117 David Beers, Elliot Jones, John Walsh Until recently, few efforts have been made to systematically measure and aggregate the nominal value of the different types of sovereign government debt in default. To help fill this gap, the Bank of Canada (BoC) developed a comprehensive database of sovereign defaults that is posted on its website and updated in partnership with the Bank of England (BoE). Content Type(s): Staff research, Technical reports Topic(s): Debt management, Development economics, Financial institutions, International financial markets JEL Code(s): F, F3, F34, G, G1, G10, G14, G15
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 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
November 7, 2011 Renewal of the Inflation-Control Target (November 2011) Commentary and technical data relating to the 2011 target renewal. Content Type(s): Background materials Topic(s): Inflation and prices, Monetary policy
Is Climate Transition Risk Priced into Corporate Credit Risk? Evidence from Credit Default Swaps Staff Working Paper 2023-38 Andrea Ugolini, Juan C. Reboredo, Javier Ojea Ferreiro We study whether the credit derivatives of firms reflect the risk from climate transition. We find that climate transition risk has asymmetric and significant economic impacts on the credit risk of more vulnerable firms, and negligible effects on other firms. Content Type(s): Staff research, Staff working papers Topic(s): Climate change, Credit risk management, Econometric and statistical methods JEL Code(s): C, C2, C24, G, G1, G12, G3, G32, Q, Q5, Q54
Central Bank Liquidity Policy in Modern Times Staff Discussion Paper 2024-6 Skylar Brooks Across several dimensions of lender of last resort policy, I highlight broad changes that have occurred since the 2008–09 global financial crisis and discuss some of the key challenges, choices and considerations facing the designers of central bank liquidity tools today. Content Type(s): Staff research, Staff discussion papers Topic(s): Central bank research, Financial institutions, Financial markets, Financial stability, Lender of last resort JEL Code(s): D, D5, D53, E, E5, E58, E6, E61, G, G0, G01, G2, G21, G23, H, H1, H12
The Welfare Cost of Inflation Revisited: The Role of Financial Innovation and Household Heterogeneity Staff Working Paper 2018-40 Shutao Cao, Césaire Meh, José-Víctor Ríos-Rull, Yaz Terajima We document that, across households, the money consumption ratio increases with age and decreases with consumption, and that there has been a large increase in the money consumption ratio during the recent era of very low interest rates. We construct an overlapping generations (OLG) model of money holdings for transaction purposes subject to age (older households use more money), cohort (younger generations are exposed to better transaction technology), and time effects (nominal interest rates affect money holdings). Content Type(s): Staff research, Staff working papers Topic(s): Inflation: costs and benefits JEL Code(s): E, E2, E21, E4, E41
Financial Constraint and Productivity: Evidence from Canadian SMEs Staff Working Paper 2016-44 Shutao Cao, Danny Leung The degree to which financial constraint is binding is often not directly observable in commonly used business data sets (e.g., Compustat). In this paper, we measure and estimate the likelihood of a firm being constrained by external financing using a data set of small- and medium-sized Canadian firms. Content Type(s): Staff research, Staff working papers Topic(s): Firm dynamics, Productivity JEL Code(s): D, D2, D24, G, G3, G32, L, L2, L25
On the Believable Benefits of Low Inflation Staff Working Paper 1998-15 Christopher Ragan This paper reviews the existing theoretical and empirical literature addressing the benefits of low inflation. The ultimate goal is to arrive at a set of benefits in which a monetary authority can have genuine confidence. I argue that the current state of economic research—both empirical and theoretical—provides little basis for believing in significant observable benefits […] Content Type(s): Staff research, Staff working papers Topic(s): Inflation: costs and benefits JEL Code(s): E, E3, E31
Housing Market Dynamics and Macroprudential Policy Staff Working Paper 2016-31 Gabriel Bruneau, Ian Christensen, Césaire Meh We perform an analysis to determine how well the introduction of a countercyclical loanto- value (LTV) ratio can reduce household indebtedness and housing price fluctuations compared with a monetary policy rule augmented with house price inflation. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Financial stability, Housing, Monetary policy framework, Monetary policy transmission JEL Code(s): E, E3, E31, E4, E42, H, H2, H23