Starting from a review of the general expected utility theory,which was then associated with the new research progress in the financial risk measurement,a probability adjusted coherent financial risk measurement was put forward based on the Choquet expected utility function.A bivariate stochastic volatility model was used to describe a portfolio return distribution from Chinese stock market.The Markov Chain Monte Carlo method was applied to simulate the distribution and obtain the probability adjusted coherent financial risk value.