Log-ratio compositional data analysis in archaeometry.
511 - 531.
Compositional data arise commonly in archaeometry, in the study of artefact compositions where the variables measured either sum to 100%, or can be viewed as a subset of such a set of variables. There has been debate in Archaeometry about the appropriate way to analyse such data statistically, which amounts to argument about how the data should be transformed prior to statistical analysis. This paper reviews aspects of the debate and illustrates, using both simulated and real data, that what has been proposed as the 'correct' theoretical approach-log-ratio analysis-does not always work well. The reasons for this are discussed.
|Title:||Log-ratio compositional data analysis in archaeometry|
|Keywords:||glass, chemical composition, log-ratio analysis, principal component analysis, MULTIVARIATE-ANALYSIS, MYCENAEAN POTTERY, CERAMICS, GLASS|
|UCL classification:||UCL > School of Arts and Social Sciences > Faculty of Social and Historical Sciences
UCL > School of Arts and Social Sciences > Faculty of Social and Historical Sciences > Institute of Archaeology
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