Theoretical remarks on the statistics of three discriminants in Piety's automated signature analysis of PSD data

Piety (1977) proposed an automated signature analysis of PSD data. Eight statistical decision discriminants are introduced. For nearly all the discriminants, improved confidence statements can be made. In this paper, we consider the statistical characteristics of the last three discriminants which are applications of non-parametric tests.