How to Predict Financial Stress? An Assessment of Markov Switching Models Staff working paper 2017-32 Benjamin Klaus, Thibaut Duprey This paper predicts phases of the financial cycle by using a continuous financial stress measure in a Markov switching framework. The debt service ratio and property market variables signal a transition to a high financial stress regime, while economic sentiment indicators provide signals for a transition to a tranquil state. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C54, G, G0, G01, G1, G15 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods
Good Volatility, Bad Volatility and Option Pricing Staff working paper 2017-52 Bruno Feunou, Cédric Okou Advances in variance analysis permit the splitting of the total quadratic variation of a jump diffusion process into upside and downside components. Recent studies establish that this decomposition enhances volatility predictions, and highlight the upside/downside variance spread as a driver of the asymmetry in stock price distributions. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G12 Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Econometric, statistical and computational methods
May 14, 2015 Inflation Dynamics in the Post-Crisis Period Bank of Canada Review - Spring 2015 Christian Friedrich, Marc-André Gosselin Inflation rates in advanced economies experienced two consecutive puzzles during the period following the global financial crisis—unexpectedly high inflation from the end of 2009 to 2011 and unexpectedly low inflation from 2012 to the middle of 2014. We investigate these developments in two ways. First, we show that accounting for inflation expectations by households explains a significant share of the inflation puzzles at the international level. Second, we find that, for Canada, elevated competition in the retail sector is also important for understanding inflation dynamics in the post-crisis period. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E3, E31, E5, F, F4, F41
October 4, 2012 A Measure of Work Remarks Tiff Macklem Winnipeg Chamber of Commerce Winnipeg, Manitoba Senior Deputy Governor Tiff Macklem discusses labour markets in Canada. Content Type(s): Press, Speeches and appearances, Remarks
The Paul Storer Memorial Lecture—Cross-Border Trade Integration and Monetary Policy Staff discussion paper 2016-20 Stephen S. Poloz In this paper we explore the nexus between cross-border trade integration and monetary policy. We first review the evidence that trade liberalization has increased the degree of integration in North America and conclude that, while robust structural inferences remain elusive, there is sufficient supporting evidence for central banks to treat the issue seriously. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E3, E37, E5, F, F1, F4, F41, F6 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Structural challenges, International trade, finance and competitiveness
Bending the Curves: Wages and Inflation Staff analytical note 2018-15 Dany Brouillette, Madigan Dockrill, Helen Lao, Laurence Savoie-Chabot As economic slack continues to be absorbed and the labour market tightens, wage growth and inflation could increase faster than expected, which would suggest convexity in their Phillips curves. This note investigates whether there is convexity in the Phillips curves for Canadian wage growth and inflation by testing different empirical approaches over the post-inflation-targeting period. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E24, E3, E31, J, J3 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Incentive Compatibility on the Blockchain Staff working paper 2018-34 Jonathan Chiu, Thorsten Koeppl A blockchain is a digital ledger that keeps track of a record of ownership without the need for a designated party to update and enforce changes to the record. The updating of the ledger is done directly by the users of the blockchain and is traditionally governed by a proof-of-work (PoW) protocol. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, H, H4, P, P4, P43 Research Theme(s): Models and tools, Economic models, Money and payments, Digital assets and fintech, Payment and financial market infrastructures
Reviewing Canada’s Monetary Policy Implementation System: Does the Evolving Environment Support Maintaining a Floor System? Staff discussion paper 2023-10 Toni Gravelle, Ron Morrow, Jonathan Witmer At the onset of the pandemic, the Bank of Canada transitioned its framework for monetary policy implementation from a corridor system to a floor system, which it has since decided to maintain. We provide a comprehensive analysis of both frameworks and assess their relative merits based on five key criteria that define a sound framework. Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D4, D47, E, E4, E42, E5, E58 Research Theme(s): Financial markets and funds management, Market structure, Monetary policy, Monetary policy tools and implementation, Money and payments, Payment and financial market infrastructures
2023 Methods-of-Payment Survey Report: The Resilience of Cash Staff discussion paper 2024-8 Christopher Henry, Matthew Shimoda, Doina Rusu We present key results from the 2023 Methods-of-Payment Survey. Results show that measures of cash management and use have remained stable since 2020, and that Canadians increased their adoption of payment alternatives such as mobile apps in 2023. Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D8, D83, E, E4, E41 Research Theme(s): Money and payments, Cash and bank notes, Retail payments
May 17, 2012 On the Adjustment of the Global Economy Bank of Canada Review - Spring 2012 Carlos De Resende, Claudia Godbout, René Lalonde, Eric Morin, Nikita Perevalov This article discusses three scenarios for the adjustment of the global economy. In a “baseline” scenario—which encompasses fiscal consolidation in major advanced economies, growth-friendly structural reforms in Europe and Japan, and greater exchange rate flexibility and reforms in the emerging-market economies of Asia to induce rotation of demand away from net exports—global current account imbalances […] Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): F, F3, F32, F37, F4, F42