Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19 Staff Working Paper 2021-2 James Chapman, Ajit Desai We use retail payment data in conjunction with machine learning techniques to predict the effects of COVID-19 on the Canadian economy in near-real time. Our model yields a significant increase in macroeconomic prediction accuracy over a linear benchmark model. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
Generalized Autoregressive Gamma Processes Staff Working Paper 2023-40 Bruno Feunou We introduce generalized autoregressive gamma (GARG) processes, a class of autoregressive and moving-average processes in which each conditional moment dynamic is driven by a different and identifiable moving average of the variable of interest. We show that using GARG processes reduces pricing errors by substantially more than using existing autoregressive gamma processes does. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods JEL Code(s): C, C5, C58, G, G1, G12
Understanding Trend Inflation Through the Lens of the Goods and Services Sectors Staff Working Paper 2020-45 Yunjong Eo, Luis Uzeda, Benjamin Wong The goods and services sectors have experienced considerably different dynamics over the past three decades. Our goal in this paper is to understand how such contrasting behaviors at the sectoral level affect the aggregate level of trend inflation dynamics. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices, Monetary policy transmission JEL Code(s): C, C1, C11, C3, C32, E, E3, E31, E5, E52
When Bad Things Happen to Good Banks: Contagious Bank Runs and Currency Crises Staff Working Paper 2004-18 Raphael Solomon The author develops a twin crisis model featuring multiple banks. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Financial institutions JEL Code(s): E, E5, E58, F, F3, F30, G, G2, G21
Household Risk Assessment Model Technical Report No. 106 Brian Peterson, Tom Roberts Household debt can be an important source of vulnerability to the financial system. This technical report describes the Household Risk Assessment Model (HRAM) that has been developed at the Bank of Canada to stress test household balance sheets at the individual level. Content Type(s): Staff research, Technical reports Research Topic(s): Financial stability, Housing, Sectoral balance sheet JEL Code(s): C, C0, C6, C63, C65, D, D0, D1, D14
Gender Gaps in Time Use and Entrepreneurship Staff Working Paper 2024-43 Pedro Bento, Lin Shao, Faisal Sohail The prevalence of entrepreneurs, particularly low-productivity non-employers, declines as economies develop. This decline is more pronounced for women. Relative to men, women are more likely to be entrepreneurs in poor economies but less likely in rich economies. Content Type(s): Staff research, Staff working papers Research Topic(s): Firm dynamics, Productivity JEL Code(s): J, J2, L, L2, O, O1
November 20, 2018 Choosing the Best Monetary Policy Framework for Canada Remarks Carolyn A. Wilkins McGill University Max Bell School of Public Policy Montréal, Quebec Senior Deputy Governor Carolyn A. Wilkins discusses public policy issues around monetary policy frameworks and how those issues have become more complex in the post-global financial crisis world. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Central bank research, Fiscal policy, Inflation and prices, Inflation targets, Interest rates, Monetary policy framework
Consumer Credit with Over-optimistic Borrowers Staff Working Paper 2020-57 Florian Exler, Igor Livshits, James (Jim) C. MacGee, Michèle Tertilt When lenders cannot directly identify behavioural and rational borrowers, they use type scoring to track the likelihood of a borrower’s type. This leads to the partial pooling of borrowers, which results in rational borrowers subsidizing borrowing costs for behavioural borrowers. This, in turn, reduces the effectiveness of regulatory policies that target mistakes by behavioural borrowers. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Credit risk management, Financial system regulation and policies JEL Code(s): E, E2, E21, E4, E49, G, G1, G18, K, K3, K35
Monetary Policy Transmission amid Demand Reallocations Staff Working Paper 2024-42 Julien Bengui, Lu Han, Gaelan MacKenzie We analyze the transmission of monetary policy during different phases of a sectoral demand reallocation episode when there are frictions to increasing production in a sector. Monetary policy is more effective in reducing inflation when a larger proportion of sectors are expanding or expect to expand in the near future. Content Type(s): Staff research, Staff working papers Research Topic(s): Domestic demand and components, Inflation and prices, Monetary policy transmission JEL Code(s): E, E1, E12, E2, E24, E3, E31, E5, E52
Self-Enforcing Labour Contracts and the Dynamics Puzzle Staff Working Paper 2005-1 Christian Calmès To properly account for the dynamics of key macroeconomic variables, researchers incorporate various internal-propagation mechanisms in their models. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Labour markets JEL Code(s): E, E1, E12, E4, E49, J, J3, J30, J31, J4, J41