Shoppers who loved the flexibility of Amazon's Preview Before Purchase program will be disappointed. The initiative, which allowed customers to get multiple items and return only the ones they wanted, is officially ending. Amazon has pointed to a number of factors for the move, including increased costs and evolving customer demands. While some cu