The vertical cooperative advertising in supply chains with stochastic differential game is studied andthe stochastic differential game model is developed.The equilibrium national advertising input,local advertising input,expected goodwill and variance of manufacturer,as well as probability distribution function,are obtained in a Stackelberg game and cooperative game.The equilibrium advertising sharing rate is obtained in the Stackelberg game.The results between the Stackelberg game and cooperati...