The Bank of Canada's New Quarterly Projection Model, Part 3. The Dynamic Model: QPM Technical Report No. 75 Donald Coletti, Benjamin Hunt, David Rose, Robert Tetlow The Bank of Canada's new Quarterly Projection Model, QPM, combines the short-term dynamic properties necessary to support regular economic projections with the consistent behavioural structure necessary for policy analysis. Content Type(s): Staff research, Technical reports Research Topic(s): Economic models JEL Code(s): C, C5, C53, E, E1, E17
Monetary Policy Transmission to Small Business Loan Performance: Evidence from Loan-Level Data Staff Working Paper 2024-41 Rodrigo Sekkel, Tamon Takamura, Yaz Terajima We analyze the dynamic and heterogeneous responses of small-business loan performance to a monetary-policy shock using loan-level data in Canada. We find evidence of monetary policy transmission through the cash-flow channel and the aggregate demand channel as well as some, though limited, impact of collateral to discipline loan repayment. Content Type(s): Staff research, Staff working papers Research Topic(s): Firm dynamics, Monetary policy transmission JEL Code(s): C, C3, C32, E, E1, E17, E3, E37, E5, E52
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
April 8, 2009 Price-Level Targeting and Stabilization Policy: A Review Bank of Canada Review - Spring 2009 Steve Ambler This article reviews arguments in the literature for and against price-level targeting, focusing on its costs and benefits compared with inflation targeting. Benefits of price-level targeting include the effect on forward-looking inflation expectations; the ability to substitute for commitment by a central bank to its future policies; lessening forecast errors; better economic performance in response to real shocks because of lower wage indexation; and a reduction in the problem of the zero lower bound on nominal interest rates. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation and prices, Inflation: costs and benefits, Monetary policy framework
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
Household Heterogeneity and the Performance of Monetary Policy Frameworks Staff Working Paper 2022-12 Edouard Djeutem, Mario He, Abeer Reza, Yang Zhang Consumption inequality and a low interest rate environment are two important trends in today’s economy. But the implications they may have—and how those implications interact—within different monetary policy frameworks are not well understood. We study the ranking of alternative frameworks that take these trends into account. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Monetary policy and uncertainty, Monetary policy framework, Monetary policy transmission JEL Code(s): D, D3, D31, D5, D52, E, E2, E21, E3, E31, E5, E52, E58
August 27, 2020 The imperative for public engagement Remarks (delivered virtually) Tiff Macklem Federal Reserve Bank of Kansas City Jackson Hole Symposium Jackson Hole, Wyoming Governor Tiff Macklem talks about the need for the Bank to be clear, relatable and understandable when it communicates with the public. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Coronavirus disease (COVID-19), Credibility, Monetary policy, Monetary policy and uncertainty
The Sensitivity of Producer Prices to Exchange Rates: Insights from Micro Data Staff Working Paper 2012-20 Shutao Cao, Wei Dong, Ben Tomlin This paper studies the sensitivity of Canadian producer prices to the Canada-U.S. exchange rate. Using a unique product-level price data set, we estimate and analyze the impact of movements in the exchange rate on both domestic and export producer prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Inflation and prices, Market structure and pricing JEL Code(s): E, E3, E30, F, F3, F31, F4, F41, L, L1, L11
Central Bank Communication or the Media’s Interpretation: What Moves Markets? Staff Working Paper 2012-9 Scott Hendry The goal of this paper is to investigate what type of information from Bank of Canada communication statements or the market commentary based on these statements has a significant effect on the volatility or level of returns in a short-term interest rate market. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Financial markets JEL Code(s): E, E5, E58, G, G1, G14
Adopting Price-Level Targeting under Imperfect Credibility: An Update Staff Working Paper 2008-37 Oleksiy Kryvtsov, Malik Shukayev, Alexander Ueberfeldt This paper measures the welfare gains of switching from inflation-targeting to price-level targeting under imperfect credibility. Vestin (2006) shows that when the monetary authority cannot commit to future policy, price-level targeting yields higher welfare than inflation targeting. Content Type(s): Staff research, Staff working papers Research Topic(s): Credibility, Monetary policy framework JEL Code(s): E, E3, E31, E5, E52