On the Tail Risk Premium in the Oil Market Staff working paper 2017-46 Reinhard Ellwanger This paper shows that changes in market participants’ fear of rare events implied by crude oil options contribute to oil price volatility and oil return predictability. Using 25 years of historical data, we document economically large tail risk premia that vary substantially over time and significantly forecast crude oil futures and spot returns. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C53, C58, D, D8, D84, E, E4, E44, G, G1, G12, G13, Q, Q4, Q43 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Monetary policy, Inflation dynamics and pressures, Structural challenges, International trade, finance and competitiveness
Inflation vs Inclusion: Stabilization Policy in the Wake of the Pandemic Staff working paper 2026-13 Felipe Alves, Giovanni L. Violante As the economy emerges from a crisis, macroeconomic policy confronts a dilemma: a protracted stimulus can foster a more inclusive labor market recovery, yet risks igniting inflation that ultimately undermines workers’ welfare through real income erosion. This tension amplifies in the presence of the ZLB and aggregate capacity constraints. We embed this insight into a quantitative model of the US economy. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E21, E24, E3, E31, E32, E5, E52, J, J2, J24, J6, J64 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
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 Subject(s): Monetary policy, Economic models, Economy/Economic growth, Inflation targeting framework
December 13, 2021 Monetary Policy Framework Renewal (December 2021) Commentary and technical data relating to the 2021 renewal. Content Type(s): Background materials
Non-homothetic Preferences and the Demand Channel of Inflation Staff working paper 2025-30 Stephen Murchison An alternative to the standard CES aggregator, based on non-homothetic household preferences, is proposed. Specifically, the elasticity of substitution between goods declines during periods of strong per-capita consumption and vice versa, giving firms an incentive to adjust their desired markup in response to the state of demand. Empirical evidence favouring a direct role for per-capita consumption demand in inflation determination for Canada is presented. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E27, E5, E52, Q, Q4, Q43, Q5, Q58 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures
November 17, 2011 Modelling the Counterfeiting of Bank Notes: A Literature Review Bank of Canada Review - Autumn 2011 Ben Fung, Enchuan Shao The objective of this article is to improve our understanding of counterfeiting and its policy implications by reviewing research in this area. There has been almost no empirical work on counterfeiting because of the limited availability of counterfeiting data and related statistics. The authors therefore focus on theoretical studies that directly model the behaviour of the relevant economic agents. They first establish some stylized facts about counterfeiting to provide a general understanding of the problem. They then briefly review several models of counterfeiting and summarize their relevant insights, focusing on the implications of the findings for the incentive to counterfeit, social welfare and anti-counterfeiting policies. The authors find that the policy implications of these studies support the Bank’s comprehensive anti-counterfeiting strategy. Content Type(s): Publications, Bank of Canada Review articles
December 21, 2008 The Role of Bank Capital in the Propagation of Shocks Financial System Review - December 2008 Césaire Meh, Kevin Moran Content Type(s): Publications, Financial System Review articles
Does Unconventional Monetary and Fiscal Policy Contribute to the COVID Inflation Surge in the US? Staff working paper 2024-38 Jing Cynthia Wu, Yinxi Xie, Ji Zhang We assess whether unconventional monetary and fiscal policy implemented in response to the COVID-19 pandemic in the U.S. contribute to the 2021-2023 inflation surge through the lens of several different empirical methodologies and establish a null result. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E5, E52, E6, E63 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy tools and implementation
Familiarity with Crypto and Financial Concepts: Cryptoasset Owners, Non-Owners, and Gender Differences Staff working paper 2024-48 Daniela Balutel, Walter Engert, Christopher Henry, Kim Huynh, Doina Rusu, Marcel Voia Measuring cryptoasset knowledge alongside financial knowledge enhances our understanding of individuals' decisions to purchase cryptoassets. This paper uses microdata from the Bank of Canada’s Bitcoin Omnibus Survey to examine gender differences and the interrelationship between crypto and financial knowledge through an empirical joint analysis. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C8, C81, D, D1, D14, D9, D91, G, G5, G53, O, O5, O51 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Digital assets and fintech
January 25, 2012 The Provision of Central Bank Liquidity under Asymmetric Information Financial System Review - December 2007 James Chapman, Antoine Martin Content Type(s): Publications, Financial System Review articles