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
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
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
Improving Public Equity Markets? No Pain, No Gain Staff Working Paper 2014-41 Katya Kartashova This paper quantifies the effects of improving public equity markets on macroeconomic aggregates and welfare. I use an open-economy extension of Angeletos (2007), where entrepreneurs face idiosyncratic productivity risk in privately held firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Development economics, Financial institutions, Financial markets JEL Code(s): E, E4, E44, G, G1, G11, O, O1, O11, O16
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
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
The Usefulness of Consumer Confidence Indexes in the United States Staff Working Paper 2002-22 Brigitte Desroches, Marc-André Gosselin This paper assesses the usefulness of consumer confidence indexes in forecasting aggregate consumer spending in the United States. Content Type(s): Staff research, Staff working papers Research Topic(s): Domestic demand and components, Economic models, International topics JEL Code(s): D, D1, D12, E, E2, E21, E27
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
International Spillovers of Policy Uncertainty Staff Working Paper 2014-57 Stefan Klößner, Rodrigo Sekkel Using the Baker et al. (2013) index of policy uncertainty for six developed countries, this paper estimates spillovers of policy uncertainty. We find that spillovers account for slightly more than one-fourth of the dynamics of policy uncertainty in these countries, with this share rising to one-half during the financial crisis. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C3, D, D8, D80, F, F4, F42
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