This paper proposed chain to chain price competition models defined by two manufacturers and two exclusive retailers under demand uncertainty.We identified the valid mechanism for vertical alliances formation and the range of revenue sharing contracts,and also analyzed the impact of product competition and price risk on the choice of alliances and revenue sharing contract.The results suggest that the alliances are dependent on the intensity of product competition whereas independent of price ris...