A capital asset pricing model and the corresponding investment strategy are investigated for the financial market with asymmetric information structure. Suppose that investors can be defined with three kinds: informed trader, under-reaction trader and over-reaction trader; all traders use Bayesian principle to modify their prior distributions. The anthors obtain the equilibrium price of the risky asset in the short run and the rational investment strategy.