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Measuring Contagion With A Bayesian Time-Varying Coefficient Model Author info | Abstract | Publisher info | Download info | Related research | Statistics Alessandro Rebucci (International Monetary Fund)
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We propose to use a time-varying coefficient model to measure contagion. The proposed measure works in the joint presence of heteroskedasticity and omitted variables. It requires knowledge of the source of the crisis but not its timing. The estimation procedure is Bayesian and is based on Markov Chain Monte Carlo methods. We asses the performance of the proposed measure both with simulated and actual data.
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Paper provided by Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie) in its series Working Papers. Serie AD with number
2003-20.
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Length: 35 pages
Date of creation: Jun 2003Date of revision:
Publication status: Published by IvieHandle: RePEc:ivi:wpasad:2003-20Contact details of provider: Postal: C/ Guardia Civil, 22, Esc 2a, 1o, E-46020 VALENCIA Phone: +34 96 319 00 50 Fax: +34 96 319 00 55 Email: Web page: http://www.ivie.es/ More information through EDIRC
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Keywords: Contagion ; Gibbs sampling ; heteroskedasticity ; omitted variable ; Other versions of this item:
References listed on IDEAS 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.: Favero, Carlo A. & Giavazzi, Francesco, 2002.
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references Cited by : (explanations , 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.)
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Fabio Canova & Matteo Ciccarelli, 2002.
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Lorenzo Cappiello & Bruno Gérard & Simone Manganelli, 2005.
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Juan Francisco Rubio-Ramírez & Daniel Waggoner & Tao Zha, 2005.
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Other versions: Simone Manganelli & Lorenzo Cappiello & Bruno Gerard, 2004.
"The Contagion Box: Measuring Co-Movements in Financial Markets by Regression Quantiles ,"
Econometric Society 2004 Latin American Meetings
77, Econometric Society.
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