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Comparison of sexually dimorphic patterns in the postcrania of South Africans and North Americans

Dissertation (MSc (Anatomy))--University of Pretoria, 2014.

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Other Authors: L'Abbe, Ericka Noelle
Format: Thesis
Language:English
Published: University of Pretoria 2015
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access_status_str Open Access
author2 L'Abbe, Ericka Noelle
author_browse L'Abbe, Ericka Noelle
author_facet L'Abbe, Ericka Noelle
collection Thesis
dc_rights_str_mv © 2015 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria.
description Dissertation (MSc (Anatomy))--University of Pretoria, 2014.
format Thesis
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institution University of Pretoria (South Africa)
language English
last_indexed 2026-06-10T12:38:12.930Z
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provenance_str_mv Harvested via OAI-PMH from UPSpace — University of Pretoria Institutional Repository
publishDate 2015
publishDateRange 2015
publishDateSort 2015
publisher University of Pretoria
publisherStr University of Pretoria
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spelling oai:repository.up.ac.za:2263/43100 Comparison of sexually dimorphic patterns in the postcrania of South Africans and North Americans L'Abbe, Ericka Noelle Stull, Kyra Elizabeth Krüger, Gabriele Christa Physical Anthropology Sex estimation Sexual dimorphism Flexible Discriminant Analysis (FDA) Sympercents Anthropology UCTD Health sciences theses SDG-03 SDG-03: Good health and well-being Dissertation (MSc (Anatomy))--University of Pretoria, 2014. While postcraniometric sex estimation has shown promising results in North American (NA) samples, methods and standards for sex estimation in South Africa (SA) are restricted by incomplete samples and a lack of robust statistical techniques. The purpose of this study was to evaluate accuracies of sex estimation in the postcrania of modern South Africans using multivariate statistics and to compare pattern expression of sexual dimorphism in black, white and coloured groups. The study included analysing the skeletons of a total of 360 SA black, white and coloured individuals and the data of 240 NA black and white individuals (equal sex and ancestry). Sympercents expressed sexual dimorphism and where compared in the three SA groups and with the NA individuals. The creation of different bone models and a variety of multivariate models revealed the potential of multivariate techniques. Comparisons of linear discriminant analysis (LDA), flexible discriminant analysis (FDA) and logistic regression indicated which model provided the greatest discriminatory power between sex and sex-ancestry groups in SA. Among the SA groups coloureds were the most sexually dimorphic; however, overall NA individual showed the greatest differences between the sexes. Multivariate classification accuracies using bone models (various measurements from individual bones) ranged between 75% and 91%, whereas classification accuracies using multivariate subsets (combinations of measurements from different bones) ranged from 85% to 98%. When classifying into sex and ancestry, a multivariate subset using eight measurements achieved classification accuracies of up to 80%. Overall FDA achieved the best results, whereas logistic regression achieved the lowest results for both bone models and multivariate subsets. Postcranial bones achieve comparable classification accuracies to the pelvis and higher accuracies than metric or morphological techniques using the cranium in SA. Large differences in sexual dimorphism between NA and SA warrant the creation of population-specific standards and custom databases for SA. Anatomy MSc (Anatomy) Unrestricted 2015-01-14T06:09:51Z 2015-01-14T06:09:51Z 2015-04-24 2014 Dissertation Krüger, GC 2014, Comparison of sexually dimorphic patterns in the postcrania of South Africans and North Americans, MSc Dissertation, University of Pretoria, Pretoria, viewed yymmdd <http://hdl.handle.net/2263/43100> A2015 http://hdl.handle.net/2263/43100 en © 2015 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria. application/pdf University of Pretoria
spellingShingle Physical Anthropology
Sex estimation
Sexual dimorphism
Flexible Discriminant Analysis (FDA)
Sympercents
Anthropology
UCTD
Health sciences theses SDG-03
SDG-03: Good health and well-being
Comparison of sexually dimorphic patterns in the postcrania of South Africans and North Americans
title Comparison of sexually dimorphic patterns in the postcrania of South Africans and North Americans
title_full Comparison of sexually dimorphic patterns in the postcrania of South Africans and North Americans
title_fullStr Comparison of sexually dimorphic patterns in the postcrania of South Africans and North Americans
title_full_unstemmed Comparison of sexually dimorphic patterns in the postcrania of South Africans and North Americans
title_short Comparison of sexually dimorphic patterns in the postcrania of South Africans and North Americans
title_sort comparison of sexually dimorphic patterns in the postcrania of south africans and north americans
topic Physical Anthropology
Sex estimation
Sexual dimorphism
Flexible Discriminant Analysis (FDA)
Sympercents
Anthropology
UCTD
Health sciences theses SDG-03
SDG-03: Good health and well-being
url http://hdl.handle.net/2263/43100