Combining Large Numbers of Density Predictions with Bayesian Predictive Synthesis Staff working paper 2023-45 Tony Chernis I show how to combine large numbers of forecasts using several approaches within the framework of a Bayesian predictive synthesis. I find techniques that choose and combine a handful of forecasts, known as global-local shrinkage priors, perform best. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C11, C5, C52, C53, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
June 21, 2006 The Impact of Unanticipated Defaults in Canada’s Large Value Transfer System Financial System Review - June 2006 Darcey McVanel Content Type(s): Publications, Financial System Review articles
Fixed-income dealing and central bank interventions Staff analytical note 2022-9 David Cimon, Adrian Walton We summarize the theoretical model of central bank asset purchases developed in Cimon and Walton (2022). The model helps us understand how asset purchases ease pressures on investment dealers to restore market conditions in a crisis. Content Type(s): Staff research, Staff analytical notes JEL Code(s): G, G1, G10, G2, G20, L, L1, L10 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Models and tools, Economic models, Monetary policy, Monetary policy tools and implementation
Understanding Monetary Policy and its Effects: Evidence from Canadian Firms Using the Business Outlook Survey Staff working paper 2017-24 Matthieu Verstraete, Lena Suchanek This paper shows (i) that business sentiment, as captured by survey data, matters for monetary policy decisions in Canada, and (ii) how business perspectives are affected by monetary policy shocks. Measures of business sentiment (soft data) are shown to have systematic explanatory power for monetary policy decisions over and above typical Taylor rule variables. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D22, E, E4, E44, E5, E52 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation, Real economy and forecasting
Using Speed and Credit Limits to Address the Procyclicality of Initial Margin at Central Counterparties Staff discussion paper 2016-18 Nikil Chande, Nicholas Labelle This paper proposes a practical approach to address the procyclicality of initial margin at central counterparties (CCPs) that can work even in periods of extreme stress. The approach allows CCPs to limit the speed of margin increases resulting from spikes in market volatility. Content Type(s): Staff research, Staff discussion papers JEL Code(s): G, G1, G18 Research Theme(s): Financial system, Financial stability and systemic risk, Money and payments, Payment and financial market infrastructures
Flight from Safety: How a Change to the Deposit Insurance Limit Affects Households’ Portfolio Allocation Staff working paper 2019-29 H. Evren Damar, Reint Gropp, Adi Mordel Deposit insurance protects depositors from failing banks, thus making insured deposits risk-free. When a deposit insurance limit is increased, some deposits that previously were uninsured become insured, thereby increasing the share of risk-free assets in households’ portfolios. This increase cannot simply be undone by households, because to invest in uninsured deposits, a household must first invest in insured deposits up to the limit. This basic insight is the starting point of the analysis in this paper. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D14, G, G2, G21, G28, L, L5, L51 Research Theme(s): Financial system, Financial system regulation and oversight, Household and business credit
December 10, 2007 Inflation Targeting, Price-Level Targeting, and Fluctuations in Canada's Terms of Trade Bank of Canada Review - Winter 2007-2008 Donald Coletti, René Lalonde Coletti and Lalonde compare inflation targeting and price-level targeting in the context of a small open economy subject to sizable terms-of-trade shocks. The authors summarize recent research that compares the ability of price-level targeting and inflation targeting to stabilize the macroeconomy when confronted with shocks similar to those experienced by Canada in recent years. Their preliminary results suggest that price-level targeting may represent a feasible alternative to traditional inflation targeting. Their article also provides insight into the direction of current research in this area at the Bank. Content Type(s): Publications, Bank of Canada Review articles
Patterns and Determinants of Global Cryptocurrency Flows Staff working paper 2026-15 Christian Friedrich, Laura Zhao This paper analyzes cross-border cryptocurrency flows, focusing on Bitcoin and four major stablecoins. Using data for 162 countries, we identify the key determinants, including responses to weak economic conditions and demand for remittances. A COVID-19 case study supports these findings and emphasizes the role of cryptocurrencies in global finance. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, F, F3, F32, F38, F5, F51, G, G1, G15, G2, G23 Research Theme(s): Money and payments, Digital assets and fintech
Intermediary Market Power and Capital Constraints Staff working paper 2023-51 Jason Allen, Milena Wittwer We examine how intermediary capitalization affects asset prices in a framework that allows for intermediary market power. We introduce a model in which capital-constrained intermediaries buy or trade an asset in an imperfectly competitive market, and we show that weaker capital constraints lead to both higher prices and intermediary markups. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D4, D40, D44, G, G1, G12, G18, G2, G20, L, L1, L10 Research Theme(s): Financial markets and funds management, Funds management, Market functioning, Market structure, Financial system, Financial institutions and intermediation
Stagflation and Topsy-Turvy Capital Flows Staff working paper 2022-46 Julien Bengui, Louphou Coulibaly Unregulated capital flows are likely excessive during a stagflation episode, owing to a macroeconomic externality operating through the economy’s supply side. Inflows raise domestic wages and cause unwelcome upward pressure on firm costs, yet market forces likely generate such inflows. Optimal capital flow management instead requires net outflows. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D6, D62, E, E5, E52, F, F3, F32, F38, F4, F41 Research Theme(s): Financial system, Financial stability and systemic risk, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Structural challenges, International trade, finance and competitiveness