Estimation of Pareto clutter parameters using order statistics and linear regression

Abstract

Using a transformation of the order statistic for a series of Pareto distributed random variables, a linear regression approach is applied to estimating Pareto parameters for data sets. This method is shown to perform better than a standard maximum likelihood estimation procedure. © 2013 The Institution of Engineering and Technology.