The Application of Artificial Neural Networks to Exchange Rate Forecasting: The Role of Market Microstructure Variables Staff Working Paper 2000-23 Nikola Gradojevic, Jing Yang Artificial neural networks (ANN) are employed for high-frequency Canada/U.S. dollar exchange rate forecasting. ANN outperform random walk and linear models in a number of recursive out-of- sample forecasts. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates JEL Code(s): C, C4, C45, F, F3, F31
Leaning Within a Flexible Inflation-Targeting Framework: Review of Costs and Benefits Staff Discussion Paper 2016-17 Denis Gorea, Oleksiy Kryvtsov, Tamon Takamura This note examines the merits of monetary policy adjustments in response to financial stability concerns, taking into account changes in the state of knowledge since the renewal of the inflation-targeting agreement in 2011. A key financial system vulnerability in Canada is elevated household indebtedness: as more and more households are nearing their debt-capacity limits, the likelihood and severity of a large negative correction in housing markets are also increasing. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial stability, Monetary policy framework JEL Code(s): E, E0, E4, E44, E5, E52, E58, G, G1, G18
The Zero Bound on Nominal Interest Rates: How Important Is It? Staff Working Paper 2001-6 David Amirault, Brian O'Reilly This paper surveys the literature on the zero bound on the nominal interest rate. It addresses questions ranging from the conditions under which the zero bound on the nominal interest rate might occur to policy options to avoid or use to exit from such a situation. We discuss literature that examines historical and country evidence, and literature that uses models to generate evidence on this question. Content Type(s): Staff research, Staff working papers Research Topic(s): Credibility, Inflation targets, Monetary policy transmission JEL Code(s): E, E3, E31, E5, E52, E58, E6, E61
Terms-of-Trade and House Price Fluctuations: A Cross-Country Study Staff Working Paper 2017-1 Paul Corrigan Terms-of-trade shocks are known to be key drivers of business cycles in open economies. This paper argues that terms-of-trade shocks were also important for house price fluctuations in a panel of developed countries over the 1994–2015 period. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability, Housing, International topics JEL Code(s): C, C3, C32, E, E3, E32, E5, E51, F, F3, F36, F4, F41
Composition of International Capital Flows: A Survey Staff Working Paper 2010-33 Koralai Kirabaeva, Assaf Razin We survey several key mechanisms that explain the composition of international capital flows: foreign direct investment, foreign portfolio investment and debt flows (bank loans and bonds). In particular, we focus on the following market frictions: asymmetric information in capital markets and exposure to liquidity shocks. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics JEL Code(s): D, D8, D82, F, F2, F21, F3, F34
On the Nexus of Monetary Policy and Financial Stability: Recent Developments and Research Staff Discussion Paper 2015-7 Oleksiy Kryvtsov, Miguel Molico, Ben Tomlin Because financial and macroeconomic conditions are tightly interconnected, financial stability considerations are an important element of any monetary policy framework. Yet, the circumstances under which it would be appropriate for the Bank to use monetary policy to lean against financial risks need to be more fully specified (Côté 2014). Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial stability, Monetary policy framework JEL Code(s): E, E0, E4, E44, E5, E52, E58, G, G1, G18
August 19, 2010 Bank of Canada Review - Summer 2010 Examination of how, when the policy interest rate is at or near zero, different monetary policy frameworks might help to lower the risk and economic cost of such a scenario; review of the findings of recent Bank of Canada research on the relative merits of inflation targeting and price-level targeting (PLT) for a small open economy; examination of monetary policy being used to counteract financial imbalances; conference summary: new frontiers in monetary policy design. Content Type(s): Publications, Bank of Canada Review
May 19, 2011 Unconventional Monetary Policy: The International Experience with Central Bank Asset Purchases Bank of Canada Review - Spring 2011 Sharon Kozicki, Lena Suchanek, Eric Santor As part of their policy response to the financial crisis of 2007–09, central banks introduced numerous unprecedented monetary policy measures to provide monetary easing. This article defines and documents these measures, focusing on central bank asset purchases and their impact on central bank balance sheets. It then discusses the challenges of identifying the effects of these measures and explores possible exit strategies. The potential costs of these policies are also analyzed, as well as the broader implications for monetary policy frameworks. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Central bank research, Financial markets, International topics, Monetary policy framework
Forecasting and Analyzing World Commodity Prices Staff Working Paper 2003-24 René Lalonde, Zhenhua Zhu, Frédérick Demers The authors develop simple econometric models to analyze and forecast two components of the Bank of Canada commodity price index: the Bank of Canada non-energy (BCNE) commodity prices and the West Texas Intermediate crude oil price. They present different methodologies to identify transitory and permanent components of movements in these prices. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5
Exploring the potential benefits of inflation overshooting Staff Analytical Note 2021-16 Robert Amano, Marc-André Gosselin, Kurt See After a period with the interest rate at the effective lower bound, temporarily overshooting inflation may offer important economic benefits. This may be especially true for vulnerable segments of the population, such as workers with low attachment to the labour force and the long-term unemployed. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Inflation targets, Labour markets, Monetary policy, Monetary policy framework JEL Code(s): E, E3, E31, E5, E52, J, J2, J20