General approach to coordinate representation of compositional tables. (23rd April 2018)

• Record Type: Journal Article
• Authors: Fačevicová, Kamila; Hron, Karel; Todorov, Valentin; Templ, Matthias
• Is Part Of: Scandinavian journal of statistics. Volume 45:Number 4(2018:Dec.)
• Page Start: 879
• Page End: 899
• Publication Date: 2018-04-23
• Subjects: Aitchison geometry -- compositional tables -- odds ratio -- orthonormal coordinates; Statistics -- Periodicals; 310
• DOI: 10.1111/sjos.12326
• Languages: English
• ISSNs: 0303-6898

Abstract

Abstract: Compositional tables can be considered a continuous counterpart to the well‐known contingency tables. Their cells, which generally contain positive real numbers rather than just counts, carry relative information about relationships between two factors. Hence, compositional tables can be seen as a generalization of (vector) compositional data. Due to their relative character, compositions are commonly expressed in orthonormal coordinates using a sequential binary partition prior to being further processed by standard statistical tools. Unfortunately, the resulting coordinates do not respect the two‐dimensional nature of compositional tables. Information about relationship between factors is thus not well captured. The aim of this paper is to present a general system of orthonormal coordinates with respect to the Aitchison geometry, which allows for an analysis of the interactions between factors in a compositional table. This is achieved using logarithms of odds ratios, which are also widely used in the context of contingency tables.