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810 Results

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

Evaluating the Effects of Forward Guidance and Large-scale Asset Purchases

Staff Working Paper 2021-54 Xu Zhang
I propose a novel method to identify and estimate the macroeconomic effects of forward guidance and large-scale asset purchases (LSAP) for each FOMC announcement. I find that LSAP is more important than forward guidance in influencing output and inflation. LSAP puts upward pressure on short-term yields, so it should always be used in conjunction with forward guidance.
June 23, 2004

Financial System Review - June 2004

Financial System Review - June 2004
This section of the Financial System Review examines the recent performance of the Canadian financial system and the factors, both domestic and international, that are influencing it. In each issue, one or more subjects of particular interest are discussed as highlighted topics.

Price Level Targeting in a Small Open Economy with Financial Frictions: Welfare Analysis

Staff Working Paper 2008-40 Ali Dib, Caterina Mendicino, Yahong Zhang
How important are the benefits of low price-level uncertainty? This paper explores the desirability of price-level path targeting in an estimated DSGE model fit to Canadian data. The policy implications are based on social welfare evaluations.
November 6, 2007

North America in Today's Global Economic Setting

Remarks Paul Jenkins Canadian Association of New York New York, New York
In recent months, much has been said, and written, about developments in financial markets. The turbulence in global credit markets, which had its roots in developments in the market for subprime mortgages here in the United States, has been a focal point of attention for market participants and policy-makers around the world.

BoC–BoE Sovereign Default Database: Appendix and References

Technical Report No. 125 David Beers, Obiageri Ndukwe, Alex Charron
Since 2014, the Bank of Canada (BoC) has maintained a comprehensive database of sovereign defaults to systematically measure and aggregate the nominal value of the different types of sovereign government debt in default. The database is posted on the BoC’s website and is updated annually in partnership with the Bank of England (BoE).
May 18, 2002

Foreign Takeovers and the Canadian Dollar: Evidence and Implications

Since 1995, acquisitions of foreign firms by Canadian residents and acquisitions of Canadian firms by foreign residents have increased. Through most of this period, the dollar has depreciated, but the cumulative net balance of foreign direct investment acquisition flows has remained close to zero. The recent upward trend in bilateral acquisition flows is part of the globalization process as firms consolidate and rationalize their operations, and is not related to the value of the Canadian dollar. Standard models of international asset pricing imply that there should not be a relationship between the Canadian exchange rate and foreign takeovers of Canadian firms because an exchange rate movement does not give foreign buyers a systematic advantage over domestic buyers. Purchases of domestic firms by foreign residents are likely to be welfare-improving. Transactions between foreign and domestic residents are voluntary, and they imply that the foreign buyers expect to obtain higher profits from the firms' assets.
Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Exchange rates

Perceived Unemployment Risks over Business Cycles

Staff Working Paper 2025-23 William Du, Adrian Monninger, Xincheng Qiu, Tao Wang
Aggregate consumption impacts of heightened job risks during recessions can arise either from ex-ante responses to the fear of unemployment or from ex-post consumption declines due to realized income losses. We use survey-based perceptions of job risk and actual labor market transitions to quantify the relative contributions of these two channels. We further show that belief stickiness limits the extent of ex-ante insurance against job risks.
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