Uncovering Subjective Models from Survey Expectations Staff working paper 2025-31 Chenyu Hou, Tao Wang This paper shows that survey expectations can be used to uncover how households subjectively think about inflation and unemployment dynamics jointly. The commonly documented "stagflation view", namely the households' tendency to associate inflation with a worse labor market, implies amplified impacts of supply shocks and dampened ones of demand shocks. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D84, E, E2, E21, E3, E30, E32, E7, E71 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Monetary Policy Transmission Through Shadow and Traditional Banks Staff working paper 2024-8 Amina Enkhbold I investigate how monetary policy transmits to mortgage rates via the mortgage market concentration channel for both traditional and shadow banks in the United States from 2009 to 2019. On average, shadow and traditional banks exhibit only a slight disparity in transmitting monetary shocks to mortgage rates. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E44, E5, E52, G, G2, G21 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Monetary policy, Monetary policy framework and transmission
COVID-19 and Implications for Automation Staff working paper 2021-25 Alex Chernoff, Casey Warman Occupations held by females with mid-level education face the highest risk of accelerated automation as a result of the COVID-19 pandemic. Content Type(s): Staff research, Staff working papers JEL Code(s): I, I1, I14, I2, I24, J, J1, J15, J16, R, R1, R12 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply, Digitalization and productivity
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 JEL Code(s): C, C5, C58, G, G1, G12 Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Econometric, statistical and computational methods
May 17, 2001 Reforming the International Financial System Bank of Canada Review - Spring 2001 James Powell This article examines the efforts of the major advanced countries to strengthen the international financial system in order to avoid financial crises such as those that occurred in emerging-market economies in the 1990s. These efforts have focused on crisis prevention and crisis management. The prevention of such crises has necessitated the formation of new international groups that include emerging markets in their membership. Measures have also been taken to reduce the vulnerability of countries to such crises. These measures have centered on the need for appropriate macroeconomic policies, including the need for sustainable exchange rate regimes, sound domestic financial systems, and prudent risk management. In the area of crisis management, the International Monetary Fund (IMF) has been given access to additional resources for lending to countries that experience financial crises. The IMF has also established new lending facilities for use in such circumstances. It has also been agreed that the private sector will need to play a greater role in the management of such crises in the future. Content Type(s): Publications, Bank of Canada Review articles
October 2, 2024 Case scenarios about holding funds The following fictional case scenarios provide examples to help providers identify whether they perform the payment function of holding funds. Content Type(s): Retail payments materials, Case scenarios Subject(s): Retail payments, Holding funds, Registration
May 19, 2011 Bank of Canada Review - Spring 2011 This special issue of the Review, “Lessons from the Financial Crisis,” examines the recent research on the role of liquidity in the financial system and on the public policy responses that aimed to restore stability to the financial system during the crisis and to foster economic recovery. Content Type(s): Publications, Bank of Canada Review
Composite Likelihood Estimation of an Autoregressive Panel Probit Model with Random Effects Staff working paper 2019-16 Kerem Tuzcuoglu Modeling and estimating persistent discrete data can be challenging. In this paper, we use an autoregressive panel probit model where the autocorrelation in the discrete variable is driven by the autocorrelation in the latent variable. In such a non-linear model, the autocorrelation in an unobserved variable results in an intractable likelihood containing high-dimensional integrals. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C23, C25, C5, C58, G, G2, G24 Research Theme(s): Financial system, Household and business credit, Models and tools, Econometric, statistical and computational methods, Economic models
Predicting the Demand for Central Bank Digital Currency: A Structural Analysis with Survey Data Staff working paper 2021-65 Jiaqi Li How much of a CBDC would Canadian households want to hold, and what design features of a CBDC would they care about? Content Type(s): Staff research, Staff working papers JEL Code(s): E, E5, E50, E58 Research Theme(s): Monetary policy, Monetary policy tools and implementation, Money and payments, Digital assets and fintech, Retail payments
Credit Risk Transfer and Bank Insolvency Risk Staff working paper 2017-59 Maarten van Oordt The present paper shows that, everything else equal, some transactions to transfer portfolio credit risk to third-party investors increase the insolvency risk of banks. This is particularly likely if a bank sells the senior tranche and retains a sufficiently large first-loss position. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, G21, G28, G3, G32 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Household and business credit