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
Does US or Canadian Macro News Drive Canadian Bond Yields? Staff Analytical Note 2018-38 Bruno Feunou, Rodrigo Sekkel, Morvan Nongni-Donfack We show that a large share of low-frequency (quarterly) movements in Canadian government bond yields can be explained by macroeconomic news, even though high-frequency (daily) changes are driven by other shocks. Furthermore, we show that US macro news—not domestic news— explains most of the quarterly variation in Canadian bond yields. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Financial markets, International topics, Monetary policy JEL Code(s): C, C2, C22, E, E4, E43
An Empirical Investigation into Government Spending and Private Sector Behaviour Staff Working Paper 1994-8 Robert Amano, Tony S. Wirjanto We examine whether there is a significant relationship between government and private consumption for Canada. We derive estimating equations between the two types of consumption under both cointegration and no-cointegration assumptions. Content Type(s): Staff research, Staff working papers Research Topic(s): Recent economic and financial developments
Common Trends and Common Cycles in Canadian Sectoral Output Staff Working Paper 2003-44 Francisco Barillas, Christoph Schleicher The authors examine evidence of long- and short-run co-movement in Canadian sectoral output data. Their framework builds on a vector-error-correction representation that allows them to test for and compute full-information maximum-likelihood estimates of models with codependent cycle restrictions. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C1, C15, C2, C22, C3, C32, E, E3, E32
CBDC: Banking and Anonymity Staff Working Paper 2024-9 Yuteng Cheng, Ryuichiro Izumi We examine the optimal amount of user anonymity in a central bank digital currency in the context of bank lending. Anonymity, defined as the lender’s inability to discern an entrepreneur’s actions that enable fund diversion, influences the choice of payment instrument due to its impact on a bank’s lending decisions. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech JEL Code(s): E, E4, E42, E5, E58, G, G2, G28
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
Windfall Income Shocks with Finite Planning Horizons Staff Working Paper 2022-40 Michael Boutros How do households respond when they receive unanticipated income, such as an inheritance or government stimulus cheque? This paper studies these windfall income shocks through a model of household behaviour that generates a realistic consumption response for households along the entire distribution of wealth. Content Type(s): Staff research, Staff working papers Research Topic(s): Domestic demand and components, Economic models, Fiscal policy JEL Code(s): D, D9, D91, E, E2, E21, G, G5, G51
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
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
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