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Forcasting Portofolio Value-At-Risk for International Stocks, Bonds, and Foreign Exchange Emerging Market Evidence

Economic Journal of Emerging Markets

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Title Forcasting Portofolio Value-At-Risk for International Stocks, Bonds, and Foreign Exchange Emerging Market Evidence
 
Creator Hakim, Abdul
 
Description This paper uncovers the nature of conditional correlations between and volatility spilloversacross bond, stock and foreign exchange in Indonesia, Malaysia, the Philippines, and Thailand.Using various multivariate Generalized Autoregressive Conditional Heteroscedasticity(GARCH) models, it finds the evidence of highly persistence in the conditional variance,volatility spillovers across assets, and time-varying conditional correlations in all markets. Italso provides Value-at-Risk forecast based on the estimated models. Assuming normal distribution,the tests suggest that incorporating volatility spillovers and time-varying conditionalcorrelations does not help in providing Value-at-Risk forecasts. Assuming t distribution, thetests suggest that incorporating volatility spillovers provides better VaR forecasts.Keywords: conditional correlations, volatility spillovers, VaR forecast
 
Publisher Universitas Islam Indonesia
 
Contributor
 
Date 2011-09-23
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion

 
Format application/pdf
 
Identifier https://journal.uii.ac.id/JEP/article/view/2281
10.20885/ejem.v1i1.2281
 
Source Economic Journal of Emerging Markets; Volume 1 Issue 1, 2009; 13-26
2502-180X
2086-3128
 
Language eng
 
Relation https://journal.uii.ac.id/JEP/article/view/2281/2080