30552
Title Of Article Chaper
New approaches to the characterization and classification of ceramics on the basis of their elemental compositions
Title Of Journal Book
Journal of archaeological science
Volume
13
Issue
2
Pages
161-170
Collation
Fig., 2 tables, 34 refs.
Publisher
Academic Press
Publisher City
London;New York
ISBN
0305-4403
Language Of Text
English
Literature Type
Serial
Literature Level
Analytic
Abstract
This study is a part of a larger investigation related to questions of the systemization of neutron activation analysis results. It considers the analysis of experimental data and focuses on the application of a multivariate statistical technique to the characterization and classification of ceramic artifacts in order to establish and assess their provenance. Central to the statistical methodology reported here is the determination of a specific characterization-classification function. This function provides a method of defining a group of archaeological ceramics on the basis of their elemental composition patterns. Conditional and expected probabilities calculated from the function are then used as a means of classifying unknown observations, indicating outliers, and detecting the existence of another group as yet unidentified. The utility of the function is demonstrated in a specific test case. The possibility of using the characterization-classification function to increase the portability of information and to reduce the need for centralized computer data banks is pointed out.
Keywords
Characterization-classification function; Ceramic group fingerprint ; Conditional probability; Outliers; Unidentified group; Exchange of information AATA
pub_id
30552