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Studies in the Robustness of Multidimensional Scaling: Procrustes Statistics

Robin Sibson

Journal of the Royal Statistical Society: Series B (Statistical Methodology) · 1978 · Volume 40 · Issue 2

DOI: 10.1111/j.2517-6161.1978.tb01669.x

Abstract

This series of papers is devoted to the investigation of the extent to which the accuracy of operation of multidimensional scaling methods can be put onto a quantitative footing. This first paper is concerned to provide a simple but clear and convincing development of procrustes analysis, the technique used for assessing the goodness-of-fit between two configurations. Although some of the results offered are new, it is largely a review paper designed to provide a basis for further work

Keywords

multidimensional scaling, robustness, rotational fit, procrustes analysis

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