Abstract:In order to overcome the limitations of Monte Carlo simulation method in computing VaR, i.e. high-dimensionality and static characteristics, this paper put forward a new method of Markov chain Monte Carlo(MCMC)simulation to improve the computing precision. And a computing example of US treasury bonds proved the advantage of MCMC.