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Comparison of Source and Artifact Characterization Data Using a Generalized Distance Measure

Bibliographic Data

ID2567178
AuthorsGraeme K Ward, Graeme Ward (0000-0002-1882-728X, corresponding author)
Year1974
Volume39
Issue3
Pages473-477
Publication date1974-07-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueAmerican Antiquity (JOURNAL)
Journal identifiersISSN: 0002-7316 • E-ISSN: 2325-5064
PublisherCambridge University Press (CUP) (PUBLISHER)
DOI10.2307/279439
OpenAlexW2000867980
LanguageEN
Citations received3
References cited9

A major difficulty arises in sourcing studies when more than two or three elements are used in the comparison of artifacts with a number of potential sources. Multivariate statistical analysis can be used to define source groups and to allocate artifacts to their most likely sources. In this study of North Island, New Zealand, obsidian sources used in prehistory, the generalized distance measure of Mahalanobis and Rao is applied in three phases: first, to define source groups in terms of their inter- and intrasource variation using characterization data from X-ray fluorescence spectrography of five trace element constituents; second, the five-dimensional array was reduced to a three-dimensional figure for visual presentation; and finally, the highest probability of the association of an artifact data-set with that of a source group is used to allocate archaeologically derived material to its most likely source of raw material

Archaeology · Artifact (error) · Data mining · Data set · Data source · Geography · Linguistics · Mahalanobis distance · Measure (data warehouse) · Multivariate statistics · Raw data · Set (abstract data type) · Statistics · TRACE (psycholinguistics) · Archaeology and ancient environmental studies · Artificial Intelligence · Computer Science · Forensic Anthropology and Bioarchaeology Studies · Image Processing and 3D Reconstruction · Mathematics

  • Making connections

    Phillip R Moore, Andrew Mcalister et al.•The Journal of Island and Coastal…•2025

  • A New Obsidian Hydration Rate for Certain Obsidians in the American Southwest

    Open Access•Frank J Findlow, Victoria C Bennett et al.•American Antiquity•1975

  • Preliminary Studies of the Trace Element Composition of Obsidian Artifacts from Northern Campeche, Mexico

    Open Access•Fred W Nelson, Kirk K Nielson et al.•American Antiquity•1977

  • An Evaluation of X‐ray Fluorescence Analysis as a Method for Correlating Obsidian Artifacts With Source Location

    Open Access•D P STEVENSON, F H STROSS et al.•Archaeometry•1971

  • A Systematic Approach to the Definition of Sources of Raw Material

    Open Access•G K Ward, Graeme Ward•Archaeometry•1974

  • On the computation of Mahalanobis' generalized distance (D 2 )

    Open Access•G P Rightmire•American Journal of Physical…•1969

  • Discrimination of British Lower and Middle Palaeolithic handaxe groups using canonical variates

    J M Graham, Derek Roe•World Archaeology•1970

  • Trade and Culture Process in European Prehistory

    Colin Renfrew•Current Anthropology•1969

Unique citing works3
Citations per year0,06
Citation span1975 - 2025 (51)
Citation velocityrecent
Highly citedNo
Citation typesNeutral: 3

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