Approximate Bicluster and Tricluster Boxes in the Analysis of Binary Data

A disjunctive model of box bicluster and tricluster analysis is considered. A least-squares locally-optimal one cluster method is proposed, oriented towards the analysis of binary data. The method involves a parameter, the scale shift, and is proven to lead to "contrast" box biand tri-clusters. An experimental study of the method is reported.