Text Mining and the Information Content of Bank of Canada Communications
This paper uses Latent Semantic Analysis to extract information from Bank of Canada communication statements and investigates what type of information affects returns and volatility in short-term as well as long-term interest rate markets over the 2002-2008 period. Discussions about geopolitical risk and other external shocks, major domestic shocks (SARS and BSE), the balance of risks to the economic projection, and various forward looking statements are found to significantly affect market returns and volatility, especially for short-term markets. This effect is over and above that from the information contained in any policy interest rate surprise.
|Date of creation:||2010|
|Date of revision:|
|Contact details of provider:|| Postal: 234 Wellington Street, Ottawa, Ontario, K1A 0G9, Canada|
Phone: 613 782-8845
Fax: 613 782-8874
Web page: http://www.bank-banque-canada.ca/
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Refet GÃ¼rkaynak & Brian Sack, 2005.
"Do Actions Speak Louder Than Words?The Response of Asset Prices to Monetary Policy Actions and Statements,"
Computing in Economics and Finance 2005
323, Society for Computational Economics.
- Refet S Gürkaynak & Brian Sack & Eric Swanson, 2005. "Do Actions Speak Louder Than Words? The Response of Asset Prices to Monetary Policy Actions and Statements," International Journal of Central Banking, International Journal of Central Banking, vol. 1(1), May.
- Refet Gurkaynak & Brian Sack & Eric Swanson, 2005. "Do Actions Speak Louder than Words? The Response of Asset Prices to Monetary Policy Actions and Statements," Macroeconomics 0504013, EconWPA.
- Refet Gürkaynak & Brian P. Sack & Eric T. Swanson, 2004. "Do actions speak louder than words? the response of asset prices to monetary policy actions and statements," Finance and Economics Discussion Series 2004-66, Board of Governors of the Federal Reserve System (U.S.).
- Gurkaynak, Refet S & Sack, Brian & Swanson, Eric T, 2005. "Do Actions Speak Louder Than Words? The Response of Asset Prices to Monetary Policy Actions and Statements," MPRA Paper 820, University Library of Munich, Germany.
- Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Clara Vega, 2007.
"Real-Time Price Discovery in Global Stock, Bond and Foreign Exchange Markets,"
CREATES Research Papers
2007-20, Department of Economics and Business Economics, Aarhus University.
- Andersen, Torben G. & Bollerslev, Tim & Diebold, Francis X. & Vega, Clara, 2007. "Real-time price discovery in global stock, bond and foreign exchange markets," Journal of International Economics, Elsevier, vol. 73(2), pages 251-277, November.
- Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Clara Vega, 2006. "Real-time price discovery in global stock, bond and foreign exchange markets," International Finance Discussion Papers 871, Board of Governors of the Federal Reserve System (U.S.).
- David O. Lucca & Francesco Trebbi, 2009. "Measuring Central Bank Communication: An Automated Approach with Application to FOMC Statements," NBER Working Papers 15367, National Bureau of Economic Research, Inc.
- Balke, Nathan S. & Petersen, D'Ann M., 1998.
"How well does the Beige Book reflect economic activity? Evaluating qualitative information quantitatively,"
9802, Federal Reserve Bank of Dallas.
- Balke, Nathan S & Petersen, D'Ann, 2002. "How Well Does the Beige Book Reflect Economic Activity? Evaluating Qualitative Information Quantitatively," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 114-36, February.
- Michelle Bligh & Gregory D. Hess, 2006. "A Quantitive Assessment of the Qualitative Aspects of Chairman Greenspan's Communications," Computing in Economics and Finance 2006 213, Society for Computational Economics.
- Madeline Zavodny & Donna K. Ginther, 2003.
"Does the Beige Book move financial markets?,"
FRB Atlanta Working Paper
2003-3, Federal Reserve Bank of Atlanta.
When requesting a correction, please mention this item's handle: RePEc:bca:bocawp:10-31. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ()
If references are entirely missing, you can add them using this form.