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연구정보

연구정보

국내외 연구기관에서 발표된 중국 연구 자료를 수집하여 제공합니다.

연구보고서

Assessing portfolio market risk in the BRICS economies: use of multivariate GARCH models

Lumengo Bonga-Bonga and Lebogang Nleya 2016-12-29

This paper compares the performance of the different models used to estimate portfolio value-atrisk (VaR) in the BRICS economies. Portfolio VaR is estimated with three different multivariate risk models, namely the constant conditional correlation (CCC), the dynamic conditional correlation (DCC) and asymmetric DCC (ADCC) GARCH models. Risk performance measures such as the average deviations, quadratic probability function score and the root mean square error are used to back-test the performance of the models at 90%. The results indicate that portfolios with more weight to currency and less to equities prove to be the best way of minimizing loses in BRICS. 

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