May 13, 2014 The Art and Science of Forecasting the Real Price of Oil Bank of Canada Review - Spring 2014 Christiane Baumeister Forecasts of the price of crude oil play a significant role in the conduct of monetary policy, especially for commodity producers such as Canada. This article presents a range of recently developed forecasting models that, when pooled together, can generate, on average, more accurate forecasts of the price of oil than the oil futures curve. It also illustrates how policy-makers can evaluate the risks associated with the baseline oil price forecast and how they can determine the causes of past oil price fluctuations. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): C, C5, C53, E, E3, E32, Q, Q4, Q43
Energy Efficiency and Fluctuations in CO2 Emissions Staff working paper 2021-47 Soojin Jo, Lilia Karnizova Carbon dioxide emissions have been commonly modelled as rising and falling with total output. Yet many factors, such as energy-efficiency improvements and shifts to cleaner energy, can break this relationship. We evaluate these factors using US data and find that changes in energy efficiency of consumption goods explain a significant proportion of emissions fluctuations. This finding also implies that models that omit energy efficiency likely overestimate the trade-off between environmental protection and economic performance. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E32, Q, Q4, Q43, Q5, Q50, Q55 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Structural challenges, Climate change
September 15, 2008 The Bank of Canada's Senior Loan Officer Survey Bank of Canada Review - Autumn 2008 Umar Faruqui, Paul Gilbert, Wendy Kei The Bank of Canada maintains regular contact with financial institutions as part of the information-gathering process that feeds into the larger set of information used to arrive at its monetary policy decision. Since 1999, the Bank has been conducting a quarterly survey of the business-lending practices of major Canadian financial institutions. Analysis of the information collected shows that it is correlated with future growth in both credit and business investment. This article focuses on how the survey is conducted and describes the construction of the summary statistics, highlighting the key statistical relationships in the historical survey data. Content Type(s): Publications, Bank of Canada Review articles
December 23, 2004 Financial System Review - December 2004 The Canadian financial system comprises financial markets, financial institutions, and the clearing and settlement systems. Content Type(s): Publications, Financial Stability Report
A Look Inside the Box: Combining Aggregate and Marginal Distributions to Identify Joint Distributions Staff working paper 2018-29 Marie-Hélène Felt This paper proposes a method for estimating the joint distribution of two or more variables when only their marginal distributions and the distribution of their aggregates are observed. Nonparametric identification is achieved by modelling dependence using a latent common-factor structure. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C14, D, D1, D14, E, E4, E41 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Cash and bank notes
November 11, 2008 Merchants' Costs of Accepting Means of Payment: Is Cash the Least Costly? Bank of Canada Review - Winter 2008-2009 Carlos Arango, Varya Taylor In a competitive sales environment, merchants are compelled to offer consumers the option of paying for goods and services using a variety of payment methods, including cash, debit card, or credit card. Each method entails different costs and benefits to merchants. To better understand the costs of accepting retail payments, the Bank of Canada surveyed over 500 Canadian merchants and found that most consider cash the least costly. This article investigated this perception by calculating the variable costs per transaction of accepting different means of payment. The findings are that costs for each payment method vary by merchant and transaction value, with debit cards the least costly payment for a broad cross-section of merchants. Content Type(s): Publications, Bank of Canada Review articles
Global Trade Flows: Revisiting the Exchange Rate Elasticities Staff working paper 2017-41 Matthieu Bussière, Guillaume Gaulier, Walter Steingress This paper contributes to the debate on the magnitude of exchange rate elasticities by providing a set of price and quantity elasticities for 51 advanced and emerging-market economies. Specifically, for each of these countries we report the elasticity of trade prices and trade quantities on both the export and on the import sides, as well as the reaction of the trade balance. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C51, F, F1, F14, F3, F31, F33, F4, F41 Research Theme(s): Financial markets and funds management, International markets and currencies, Structural challenges, International trade, finance and competitiveness
Agency Costs, Risk Shocks and International Cycles Staff working paper 2016-2 Marc-André Letendre, Joel Wagner We add agency costs as in Carlstrom and Fuerst (1997) into a two-country, two-good international business-cycle model. In our model, changes in the relative price of investment arise endogenously. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E22, E3, E32, E4, E44, F, F4, F44 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Economic models, Structural challenges, International trade, finance and competitiveness
Monetary Policy Implementation in a Negative Rate Environment Staff working paper 2017-25 Michael Boutros, Jonathan Witmer Monetary policy implementation could, in theory, be constrained by deeply negative rates since overnight market participants may have an incentive to invest in cash rather than lend to other participants. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E40, E42, E43, G, G0 Research Theme(s): Monetary policy, Monetary policy tools and implementation