Comparison of Bayesian and Sample Theory Parametric and Semiparametric Binary Response Models Staff working paper 2022-31 Xiangjin Shen, Iskander Karibzhanov, Hiroki Tsurumi, Shiliang Li We use graphic processing unit computing to compare Bayesian and sample theory semiparametric binary response models. Our findings show that optimal bandwidth does not outperform regular bandwidth in binary semiparametric models. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C14, C3, C35, C5, C51, C6, C63, D, D1 Research Theme(s): Financial system, Household and business credit, Models and tools, Econometric, statistical and computational methods
Average is Good Enough: Average-inflation Targeting and the ELB Staff working paper 2020-31 Robert Amano, Stefano Gnocchi, Sylvain Leduc, Joel Wagner The Great Recession and current pandemic have focused attention on the constraint on nominal interest rates from the effective lower bound. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E32, E5, E52 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
June 9, 2010 Crude Oil Futures: A Crystal Ball? Bank of Canada Review - Spring 2010 Ron Alquist, Elif Arbatli Based on recent research, this article discusses three ways that oil-futures prices can improve our understanding of current conditions and future prospects in the global market for crude oil. First, the response of the oil-futures curve can be used to identify the persistence of oil-price shocks and to obtain an indicator of the rate at which they will diminish. Second, the spread between the current futures price and the spot price of oil can be interpreted as an indicator of the precautionary demand for oil. Third, because oil-futures prices are volatile, forecasts of the future spot price of oil using futures prices should be supplemented with other information to improve their accuracy. Content Type(s): Publications, Bank of Canada Review articles
April 22, 2005 Borders, Common Currencies, Trade, and Welfare: What Can We Learn from the Evidence? Bank of Canada Review - Spring 2005 John F. Helliwell, Lawrence L. Schembri Recent evidence indicates that the intensity of economic exchange within and across borders is significantly different: linkages are much tighter within, than among, nation-states. These findings, however, do not necessarily imply that borders and separate national currencies represent significant barriers to trade that should be removed, since the evidence is also consistent with the alternative hypothesis, that domestic exchange is more efficient because domestic producers are better able to satisfy the requirements of local consumers, owing to common tastes and institutions and the existence of local information and social networks. Focusing primarily on trade linkages within and between Canada and the United States, the authors review the evidence on the extent to which national borders lessen the intensity of international economic linkages, primarily trade in goods and services, and the effects on domestic welfare. They also examine the evidence on the impact of common currencies on trade and welfare. They determine that, since the empirical models employed to date in this research cannot distinguish between alternative explanations of the evidence, it is not yet possible to draw firm conclusions for policy-making. Content Type(s): Publications, Bank of Canada Review articles
June 22, 2011 Access to Central Clearing Services for Over-the-Counter Derivatives Financial System Review - June 2011 Carolyn A. Wilkins, Jonathan Witmer, Joshua Slive Content Type(s): Publications, Financial System Review articles
Four Decades of Canadian Earnings Inequality and Dynamics Across Workers and Firms Staff working paper 2021-20 Audra Bowlus, Émilien Gouin-Bonenfant, Huju Liu, Lance Lochner, Youngmin Park We use four decades of Canadian matched employer-employee data to explore how inequality and the dynamics of individual earnings have evolved over time in Canada. We also examine how the earnings growth of individuals is related to the growth of their employers. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D22, D3, D31, E, E2, E24, J, J2, J24, J3, J31, J6, J63 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
What Are the Macroeconomic Effects of High-Frequency Uncertainty Shocks Staff working paper 2016-25 Laurent Ferrara, Pierre Guérin This paper evaluates the effects of high-frequency uncertainty shocks on a set of low-frequency macroeconomic variables that are representative of the U.S. economy. Rather than estimating models at the same common low-frequency, we use recently developed econometric models, which allows us to deal with data of different sampling frequencies. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, E, E3, E32, E4, E44 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
March 9, 2010 Bank of Canada Review - Spring 2010 Discussion of recent research into three ways that oil-futures prices can improve our understanding of current conditions and future prospects in the global market for crude oil; inflation expectations and the conduct of monetary policy: a review of recent evidence and experience; examination of the influence of various forms of economic uncertainty on the performance of different classes of monetary policy rules; how, when, and why such revisions to many important economic variables occur. Content Type(s): Publications, Bank of Canada Review
January 25, 2023 Monetary Policy Report – January 2023 Inflation in Canada is still too high but has declined from its peak. As the effects of higher interest rates continue to spread through the economy, and with declines in energy prices and improved supply chains, inflation is projected to fall to around 3% in the middle of 2023 and reach the 2% target in 2024. Content Type(s): Publications, Monetary Policy Report
December 23, 2003 The Comparative Growth of Goods and Services Prices Bank of Canada Review - Winter 2003-2004 Edith Gagnon, Patrick Sabourin, Sébastien Lavoie For several decades, the prices of services have been rising more rapidly than the prices of goods in Canada and the other major industrialized countries. In 2002, this gap between the growth rates of these two components of the consumer price index (CPI) widened considerably, leading researchers to ask if this was the beginning of a trend. Analysis reveals, however, that the gap is based on short-term dynamics and that it appears to be independent of the trend in the development of the overall price level. Evidence also shows that the gap is eventually reabsorbed. The authors examine a number of potential causes for the prices of services to rise faster than those of goods. These include the more rapid pace of productivity growth in the goods sector, the greater openness of goods to foreign trade, and stronger growth in the demand for services. Content Type(s): Publications, Bank of Canada Review articles