The Zero Bound on Nominal Interest Rates: Implications for the Optimal Monetary Policy in Canada Staff Discussion Paper 2007-1 Claude Lavoie, Hope Pioro The authors assess the performance of the Canadian economy under a variety of interest rate rules when the zero bound on nominal interest rates can bind. Their assessment is based on numerical simulations of a dynamic stochastic general-equilibrium model in a stochastic environment. Consistent with the literature, the authors find that the probability and consequences […] Content Type(s): Staff research, Staff discussion papers Topic(s): Inflation: costs and benefits, Interest rates, Monetary policy framework JEL Code(s): E, E4, E43, E47, E5, E52
Business Closures and (Re)Openings in Real Time Using Google Places Staff Working Paper 2022-1 Thibaut Duprey, Daniel E. Rigobon, Philip Schnattinger, Artur Kotlicki, Soheil Baharian, T. R. Hurd The COVID-19 pandemic highlighted the need for policy-makers to closely monitor disruptions to the retail and food business sectors. We present a new method to measure business opening and closing rates using real-time data from Google Places, the dataset behind the Google Maps service. Content Type(s): Staff research, Staff working papers Topic(s): Firm dynamics, Recent economic and financial developments JEL Code(s): C, C5, C55, C8, C81, D, D2, D22, E, E3, E32
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
Financial Conditions Indexes for Canada Staff Working Paper 2004-22 Céline Gauthier, Christopher Graham, Ying Liu The authors construct three financial conditions indexes (FCIs) for Canada based on three approaches: an IS-curve-based model, generalized impulse-response functions, and factor analysis. Content Type(s): Staff research, Staff working papers Topic(s): Monetary and financial indicators, Monetary conditions index JEL Code(s): E, E4, E44, E5, E52
Immigrants and Mortgage Delinquency in the United States Staff Working Paper 2015-1 Zhenguo Lin, Yingchun Liu, Jia Xie We investigate the relationship between immigrant status and mortgage delinquency in the United States. Content Type(s): Staff research, Staff working papers Topic(s): Debt management, Financial stability JEL Code(s): G, G2, G21, J, J1, J15
Non-Linearities, Model Uncertainty, and Macro Stress Testing Staff Working Paper 2008-30 Miroslav Misina, David Tessier A distinguishing feature of macro stress testing exercises is the use of macroeconomic models in scenario design and implementation. It is widely agreed that scenarios should be based on "rare but plausible" events that have either resulted in vulnerabilities in the past or could do so in the future. Content Type(s): Staff research, Staff working papers Topic(s): Financial stability JEL Code(s): C, C1, C15, G, G2, G21, G3, G33
Revisiting National Border Effects in Foreign Trade in Goods of Canadian Provinces Staff Working Paper 2015-28 Farrukh Suvankulov A significant body of empirical studies demonstrates sizable national border effects in foreign trade of Canadian provinces throughout the 1980s and 1990s. This paper revisits and expands the scope of the border effects analysis by estimating the border effect in trade with U.S. states as well as countries in the European Union (EU) and the G 20 using more recent data from 2001–10. Content Type(s): Staff research, Staff working papers Topic(s): International topics JEL Code(s): F, F1, F14, F15
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 Topic(s): Central bank research JEL Code(s): C, C0, C02
March 17, 2008 Price Discovery Across Geographic Locations in the Foreign Exchange Market Bank of Canada Review - Spring 2008 Chris D'Souza The ongoing process of price discovery in foreign exchange markets provides valuable information to certain market participants. Recent empirical findings suggest that aggregate measures of order flow convey information about the fundamental value of the exchange rate. Using a market microstructure approach, D'Souza reports on a two-year study of completed transactions within the Canadian and Australian exchange rate markets to examine the relationship between exchange rate returns and trades initiated in different locations. Based on the information content of the trades, he finds that geographic location and hours of operation are two of the factors driving informed interdealer trading. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Exchange rates, Financial markets, Market structure and pricing