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
Optimal Taylor Rules in an Estimated Model of a Small Open Economy Staff Working Paper 2004-36 Steve Ambler, Ali Dib, Nooman Rebei The authors compute welfare-maximizing Taylor rules in a dynamic general-equilibrium model of a small open economy. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Exchange rates, Inflation targets JEL Code(s): F, F2, F3, F31, F33
COVID-19 and Implications for Automation Staff Working Paper 2021-25 Alex Chernoff, Casey Warman Occupations held by females with mid-level education face the highest risk of accelerated automation as a result of the COVID-19 pandemic. Content Type(s): Staff research, Staff working papers Research Topic(s): Coronavirus disease (COVID-19), International topics, Labour markets JEL Code(s): I, I1, I14, I2, I24, J, J1, J15, J16, R, R1, R12
Forecasting Commodity Prices: GARCH, Jumps, and Mean Reversion Staff Working Paper 2006-14 Jean-Thomas Bernard, Lynda Khalaf, Maral Kichian, Sebastien McMahon Fluctuations in the prices of various natural resource products are of concern in both policy and business circles; hence, it is important to develop accurate price forecasts. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C52, C53, E, E3, E37
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
November 15, 2012 Access, Competition and Risk in Centrally Cleared Markets Bank of Canada Review - Autumn 2012 Jean-Sébastien Fontaine, Héctor Pérez Saiz, Joshua Slive Central counterparties can make over-the-counter markets more resilient and reduce systemic risk by mitigating and managing counterparty credit risk. These benefits are maximized when access to central counterparties is available to a wide range of market participants. In an over-the-counter market, there is an important trade-off between risk and competition. A model of an over-the-counter market shows how risk and competition could be influenced by the incentives of market participants as they move to central clearing. In a centrally cleared market, there may be less risk when participation is high. This helps to explain why regulators have put in place requirements for fair, open and risk-based access criteria. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial markets, Financial system regulation and policies, Market structure and pricing JEL Code(s): G, G1, G18, G2, G21, L, L1, L13
Steps in Applying Extreme Value Theory to Finance: A Review Staff Working Paper 2000-20 Younes Bensalah Extreme value theory (EVT) has been applied in fields such as hydrology and insurance. It is a tool used to consider probabilities associated with extreme and thus rare events. EVT is useful in modelling the impact of crashes or situations of extreme stress on investor portfolios. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets JEL Code(s): C, C0, C4, C5, G, G1
February 25, 2020 Contingency planning for a central bank digital currency This background note explains the Bank’s official position on CBDC. It outlines the public policy, design, technology and risk management issues the Bank is considering as it builds its capacity to issue a CBDC in case it is needed in the future. Content Type(s): Background materials Research Topic(s): Digital currencies and fintech
Trends in Firm Entry and New Entrepreneurship in Canada Staff Discussion Paper 2015-11 Shutao Cao, Mohanad Salameh, Mai Seki, Pierre St-Amant Recently released data show downward trends for both the firm entry rate and the rate of new entrepreneurship since the early 1980s in Canada. This paper documents these trends and discusses potential explanations. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Firm dynamics, Market structure and pricing, Productivity JEL Code(s): L, L1, L11, M, M1, M13