He created three models, (1) retailer and supplier coordinate their policy parameters but do not share observations, (2) supplier manages the supply chain’s inventory without information of retailer’s observations, and (3) full sharing of observations with collaborative forecasting. The insight derived was, VMI and CPRF becomes more important as the demand process is more correlated across time, and as company’s ability to explain the demand uncertainty through early demand information improves.