A Direct approach to predicting discretized response intarget marketing

A problem that occurs frequently in direct marketing is the prediction of the value of a discretizing function of a response variable. For example, to target consumers for a coupon mailing, a retail chain may want to predict whether a prospective customer?s grocery expenditures exceed a predetermined threshold. The current approach to this prediction problem is to model the response variable an…