Classification Trees for Multiple Binary Responses
将单响应变量的树方法推广到多个相关的二元响应,并用建筑住户投诉综合征数据比较了不同节点分裂准则的表现。
Abstract Multiple binary responses arise from many applications for which an array of health related symptoms are of primary interest. These symptoms are usually correlated. I generalize the tree-based methodology for a single response to the case involving multiple binary responses. In particular, I apply the method to analyze building-related occupant complaint syndrome based on a recently collected large database. Using the same database, I compare the performance of several node-splitting criteria for trees.