Estimating variation from data with varying element sizes

Abstract

In some applications (repeated surveys, process control, monitoring use of resources etc), observations are often based on elements of varying size. This paper describes two methods of estimating the underlying variation. One method measures deviations from an overall estimate of a location parameter, while the other method is based on successive differences. Both are ‘one-pass' estimates and are thus programmable without storing all the data.