November 2, 1999 The Challenges for Canadian Monetary Policy in the Year 2000 Remarks Gordon Thiessen the Greater Charlottetown Area Chamber of Commerce Charlottetown, Prince Edward Island Monetary policy actions take a relatively long time to affect the economy and inflation—anywhere between 12 to 24 months. Because of this, central banks must always look ahead and must put in place today the monetary conditions that are needed to help keep the economy on a sustainable path down the road. By 'sustainable' I mean a situation where economic growth and job creation are not at risk from rising inflation. Content Type(s): Press, Speeches and appearances, Remarks
Tail Index Estimation: Quantile-Driven Threshold Selection Staff working paper 2019-28 Jon Danielsson, Lerby Ergun, Casper G. de Vries, Laurens de Haan The most extreme events, such as economic crises, are rare but often have a great impact. It is difficult to precisely determine the likelihood of such events because the sample is small. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C0, C01, C1, C14, C5, C58 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods
Sectoral Uncertainty Staff working paper 2022-38 Efrem Castelnuovo, Kerem Tuzcuoglu, Luis Uzeda We propose a new empirical framework that jointly decomposes the conditional variance of economic time series into a common and a sector-specific uncertainty component. We apply our framework to a disaggregated industrial production series for the US economy. We identify unexpected changes in durable goods uncertainty as drivers of downturns, while unexpected hikes in non-durable goods uncertainty are expansionary. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C51, C55, E, E3, E32, E4, E44 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
The investor base for sovereign debt: Why diversification matters Staff analytical paper 2026-29 Sam Foxall, Jeffrey Gao Sovereign borrowing is rising, just as central banks are stepping back. Meanwhile, commercial bank holdings of sovereign bonds remain well below pre-global financial crisis levels. This leaves foreign investors and investment funds, often hedge funds, to absorb more of this growing supply. Their greater involvement supports liquidity and robust auction results, but it can also concentrate risk. Content Type(s): Staff research, Staff analytical paper JEL Code(s): G, G1, G18, G2, G28, H, H6, H63 Research Theme(s): Financial markets and funds management, Funds management, Market functioning, Market structure, Financial system, Financial institutions and intermediation
November 18, 2013 Risk Management and Financial Reform Remarks Tiff Macklem Autorité des marchés financiers Montréal, Quebec Senior Deputy Governor Tiff Macklem discusses risk management and global financial reform. Content Type(s): Press, Speeches and appearances, Remarks
Housing Affordability and Parental Income Support Staff working paper 2024-28 Jason Allen, Kyra Carmichael, Robert Clark, Shaoteng Li, Nicolas Vincent In many countries, the cost of housing has greatly outpaced income growth, leading to a housing affordability crisis. Leveraging Canadian loan-level data and quasi-experimental variation in payment-to-income constraints, we document an increasing reliance of first-time homebuyers on financial help from their parents, through mortgage co-signing. We show that parental support can effectively relax borrowing constraints—potentially to riskier borrowers. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D6, D64, E, E2, E21, E24, G, G1, G18, G5, G51 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit
The Evolution of Unobserved Skill Returns in the U.S.: A New Approach Using Panel Data Staff working paper 2017-61 Lance Lochner, Youngmin Park, Youngki Shin Economists disagree about the factors driving the substantial increase in residual wage inequality in the United States over the past few decades. To identify changes in the returns to unobserved skills, we make a novel assumption about the dynamics of skills (especially among older workers) rather than about the stability of skill distributions across cohorts, as is standard. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C23, J, J2, J24, J3, J31 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
April 30, 2021 Research Update - April 2021 This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website. Content Type(s): Staff research, Research newsletters
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
Monetary Policy, Private Debt and Financial Stability Risks Staff working paper 2016-59 Gregory Bauer, Eleonora Granziera Can monetary policy be used to promote financial stability? We answer this question by estimating the impact of a monetary policy shock on private-sector leverage and the likelihood of a financial crisis. Impulse responses obtained from a panel VAR model of 18 advanced countries suggest that the debt-to-GDP ratio rises in the short run following an unexpected tightening in monetary policy. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C21, C23, E, E5, E52, E58 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Monetary policy, Monetary policy framework and transmission