A model-based statistical classification analysis for karamattepe arrowheads

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dc.contributor.authorYaman T.T.
dc.date.accessioned2024-03-13T10:01:21Z
dc.date.available2024-03-13T10:01:21Z
dc.date.issued2019
dc.departmentİstanbul Beykent Üniversitesien_US
dc.description.abstractThe Nif Excavation Project is carried out by Elif Tül Tulunayin the southeastern part of Nif Dağı (Mount Nif) located in the eastern province of İzmir, Western Anatolia, Turkey. Since 2006, a total of 483 arrowheads made of iron and bronze have been found in Karamattepe, a territory with important sectors of rich metal finds, especially arrowheads. In the excavation process, Daniş Baykan implemented the first typological study related to arrowheads in 2012. The main objective of the current study is to create an unbiased classification tool which will cover both metric and categorical characteristics for present and future samples gathered from the same region; as well as to resolve the lack of a common typological base by providing a comparison with similar –contemporaneous– arrowheads found in nearby regions. For this purpose, Multinomial Logistic Regression was selected; and in order to provide a more coherent prediction, the Multiple Imputation (MI) Method was employed to complete the missing data. The study aims to develop the interpretation of archaeological data, while setting a unique example of the implication of the stated methods for the specified data. Copyright: © 2019 The Author(s). This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. See http://creativecommons.org/licenses/by/4.0/.en_US
dc.identifier.doi10.5334/jcaa.20
dc.identifier.endpage20en_US
dc.identifier.issn2514-8362
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-85105937265en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage12en_US
dc.identifier.urihttps://doi.org/10.5334/jcaa.20
dc.identifier.urihttps://hdl.handle.net/20.500.12662/3135
dc.identifier.volume2en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherUbiquity Pressen_US
dc.relation.ispartofJournal of Computer Applications in Archaeologyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectArrowheadsen_US
dc.subjectClassificationen_US
dc.subjectMultiple Imputationen_US
dc.titleA model-based statistical classification analysis for karamattepe arrowheadsen_US
dc.typeArticleen_US

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