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 Research Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods, Financial markets, Financial stability, Financial system regulation and policies, Monetary and financial indicators JEL Code(s): C, C5, C54, G, G0, G01, G1, G15
Forward Guidance and Expectation Formation: A Narrative Approach Staff Working Paper 2020-40 Christopher S. Sutherland How exactly does forward guidance influence interest rate expectations? Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Monetary policy, Monetary policy communications, Monetary policy transmission JEL Code(s): D, D8, D83, D84, E, E3, E37, E5, E52, E58
A Note on Contestability in the Canadian Banking Industry Staff Discussion Paper 2007-7 Jason Allen, Ying Liu The authors examine the degree of contestability in the Canadian banking system using the H-statistic proposed by Panzar and Rosse (1987) and modified by Bikker, Spierdijk, and Finnie (2006). A modification is necessary because the standard approach of controlling for size using total assets leads to an upward bias in the H-statistic. The authors propose […] Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial institutions JEL Code(s): G, G2, G21, L, L1, L11
May 23, 2004 Bank of Canada Review - Spring 2004 Cover page The Millennial Celebrations in Ancient Rome The coins pictured on the cover range from approximately 20 to 35 mm in diameter and form part of the National Currency Collection, Bank of Canada. Photography by Gord Carter, Ottawa Content Type(s): Publications, Bank of Canada Review
Habit Formation and the Persistence of Monetary Shocks Staff Working Paper 2002-27 Hafedh Bouakez, Emanuela Cardia, Francisco Ruge-Murcia This paper studies the persistent effects of monetary shocks on output. Previous empirical literature documents this persistence, but standard general-equilibrium models with sticky prices fail to generate output responses beyond the duration of nominal contracts. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Monetary policy transmission JEL Code(s): E, E3, E4, E5
The Stochastic Discount Factor: Extending the Volatility Bound and a New Approach to Portfolio Selection with Higher-Order Moments Staff Working Paper 2005-2 Fousseni Chabi-Yo, René Garcia, Eric Renault The authors extend the well-known Hansen and Jagannathan (HJ) volatility bound. HJ characterize the lower bound on the volatility of any admissible stochastic discount factor (SDF) that prices correctly a set of primitive asset returns. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Market structure and pricing JEL Code(s): C, C6, C61, G, G1, G11, G12
Redefining Financial Inclusion for a Digital Age: Implications for a Central Bank Digital Currency Staff Discussion Paper 2023-22 Alexandra Sutton-Lalani, Sebastian Hernandez, John Miedema, Jiamin Dai, Badr Omrane We explore quantitative and qualitative information about Canadians who face barriers to making digital payments. We also consider the implications of ongoing digitalization for modern financial inclusion and a potential central bank digital currency. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Accessibility, Bank notes, Central bank research, Digital currencies and fintech, Digitalization, Financial services JEL Code(s): A, A1, A14, E, E4, E42, E5, E50, I, I3, I31, O, O3, O33, O5, O51
August 21, 2002 Monetary Policy and Uncertainty Bank of Canada Review - Summer 2002 Paul Jenkins, David Longworth Central banks must cope with considerable uncertainty about what will happen in the economy when formulating monetary policy. This article describes the different types of uncertainty that arise and looks at examples of uncertainty that the Bank has recently encountered. It then reviews the strategies employed by the Bank to deal with this problem. The other articles in this special issue focus on three of these major strategies. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Monetary policy and uncertainty, Monetary policy framework
An Econometric Examination of the Trend Unemployment Rate in Canada Staff Working Paper 1996-7 Denise Côté, Doug Hostland This paper attempts to identify the trend unemployment rate, an empirical concept, using cointegration theory. The authors examine whether there is a cointegrating relationship between the observed unemployment rate and various structural factors, focussing neither on the non-accelerating-inflation rate of unemployment (NAIRU) nor on the natural rate of unemployment, but rather on the trend unemployment rate, which they define in terms of cointegration. Content Type(s): Staff research, Staff working papers Research Topic(s): Labour markets JEL Code(s): E, E2, E24
Searching for the Liquidity Effect in Canada Staff Working Paper 1994-12 Ben Fung, Rohit Gupta This paper examines the empirical evidence of the liquidity effect in Canada. In the presence of the liquidity effect, the initial impact of an unanticipated expansionary monetary policy is to lower nominal and real interest rates for a short period of time. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary aggregates