VaR Calculation Of CSI 300 Index Yields

There is certain shortage in classic Monte Carlo method because of the volatil-ity clustering,autocorrelation and fat tail of financial market yields. Therefore we compare the results of some common Monte Carlo methods,then we combine the Monte Carlo method and historical simulation method to reach a new method which is based on the Box-Cox transformation and Johnson transformation. At last we analyze the result of this new method.