Market Risk VaR Historical Simulation Model with Autocorrelation Effect: A Note

The modern market risk model using Value at Risk (VaR) method in the banking area under the BASEL II Accord can take different forms of simulation. In this paper, historical simulation will be applied to the VaR model comparing the two different approaches of Geometric Brownian Motion (GBM) process...

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Bibliographic Details
Main Author: Wantanee Surapaitoolkorn
Format: Article
Language:English
Published: Universiti Utara Malaysia 2009-08-01
Series:The International Journal of Banking and Finance
Subjects:
Online Access:https://www.e-journal.uum.edu.my/index.php/ijbf/article/view/8395
Description
Summary:The modern market risk model using Value at Risk (VaR) method in the banking area under the BASEL II Accord can take different forms of simulation. In this paper, historical simulation will be applied to the VaR model comparing the two different approaches of Geometric Brownian Motion (GBM) process and Bootstrapping methods. The analysis will use correlation plots and examine the effects of the autocorrelation function for stock returns.  
ISSN:2811-3799
2590-423X