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|
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- 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.).
- 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, 2007. "Real-Time Price Discovery in Global Stock, Bond and Foreign Exchange Markets," CREATES Research Papers 2007-20, School of Economics and Management, University of Aarhus.
- 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.
- Nathan S. Balke & D'Ann Petersen, 1998. "How well does the Beige Book reflect economic activity? Evaluating qualitative information quantitatively," Working Papers 9802, Federal Reserve Bank of Dallas.
- Refet Gurkaynak & Brian Sack & Eric Swanson, 2005.
"Do Actions Speak Louder than Words? The Response of Asset Prices to Monetary Policy Actions and Statements,"
- 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 Gürkaynak & Brian Sack & Eric 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.).
- 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.
- 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.
- Madeline Zavodny & Donna K. Ginther, 2005.
"Does the Beige Book Move Financial Markets?,"
Southern Economic Journal,
Southern Economic Association, vol. 72(1), pages 138–151, July.
- 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.
- 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.
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