Minimum Distance Estimation of Loss Distributions (Discussion)

Klugman and Parsa have introduced the theory underlying minimum distance estimation with parametric distributions. In this review, I develop their ideas further to provide a more complete view of the characteristics of minimum distance estimation. I conclude that minimum distance estimation can be more efficient than the authors imply– but that there is little basis for using it in place of maximum likelihood estimation.