Shepard Non-metric Multidimensional Scaling

Abstract

We give an algorithm, with R code, to minimize the multidimensional scaling loss function proposed in Shepard’s 1962 papers. We show the loss function can be justified by using the classical rearrangement inequality, and we investigated its differentiability.