Multivariate control charts: a loss function approach

Abstract

A method for obtaining multivariate procedures based on a loss function is proposed and studied. This involves constructing a function that measures the extent of out of control conditions associated with any configuration of paramenter values, and then basing a chart on a sequence of sample statistics whose expected values are equal to this function. The method is illustrated by obtaining cumulative sum procedure for bivariate and trivariate normal distributions.