Baxter, M. J. and Jackson, C. M. (2001). Variable selection in artefact compositional studies. Archaeometry 43 (2). Vol 43(2), pp. 253-268.

Title
Title
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Title:
Variable selection in artefact compositional studies
Issue
Issue
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Issue:
Archaeometry 43 (2)
Series
Series
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Series:
Archaeometry
Volume
Volume
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Volume:
43 (2)
Page Start/End
Page Start/End
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Page Start/End:
253 - 268
Biblio Note
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Biblio Note
Please note that this is a bibliographic record only, as originally entered into the BIAB database. The ADS have no files for download, and unfortunately cannot advise further on where to access hard copy or digital versions.
Publication Type
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Publication Type:
Journal
Abstract
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Abstract:
A paper noting that in artefact compositional studies the selection of variables to use in analysis is unavoidable and that, given this ubiquity, very little attention has been paid to ways in which variables might be selected. The case for the importance of variable selection is put forward and two systematic approaches to making a choice, which have had little or no application in archaeometry, are discussed and illustrated. One, based on the use of principal components, is appropriate if structure in the data is not known. The other, based on the use of classification trees, is applicable when there are known or assumed groups in the data.
Author
Author
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Author:
Michael J Baxter
C M Jackson
Year of Publication
Year of Publication
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Year of Publication:
2001
Locations
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Subjects / Periods:
Artefacts [As Study] (BIAB)
Source
Source
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Source:
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BIAB (The British & Irish Archaeological Bibliography (BIAB))
Created Date
Created Date
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Created Date:
26 Jun 2001