We estimate the joint impact of the frequency reward and customer tier components of a loyalty program on customer behavior and resultant sales. We provide an integrated analysis of a loyalty program incorporating customers' purchase and cash-in decisions, points pressure and rewarded behavior...

This paper studies the marketing problem of a firm trying to obtain an attractive mix of customers by making customized offers. The firm values the average features of the acquired set of customers, makes decisions with uncertainty about whether and which customers will accept offers, is risk...