Efficient incorporation of additional information to classification rules

Abstract

We propose and discuss improved classification rules when a subset of the predictors is known to be ordered. We compare the performance of the new rules with other standard rules in a restricted normal setting using simulation experiments and real data exposing their good performance. © Springer-Verlag Berlin Heidelberg 2011.