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Clustering and classification methods

Milligan, Glenn W. and Hirtle, Stephen C. (2012) Clustering and classification methods. In: Handbook of Psychology: Research Methods in Psychology. John Wiley & Sons, New York, 189 - 210. ISBN 978-0-470-89064-6

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Abstract

This chapter provides a review of the field of clustering and classification as applied in the behavioral sciences. The intent is to provide a set of recommendations or best practices in the analysis of empirical data. Clustering and classification methods are presented within a context of exploratory data analysis, as opposed to theory development or confirmation. Some methods or strategies useful for theory confirmation are discussed as appropriate.


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Details

Item Type: Book Section
Status: Published
Creators/Authors:
CreatorsEmailPitt UsernameORCID
Milligan, Glenn W.
Hirtle, Stephen C.hirtle@pitt.eduHIRTLE
Date: October 2012
Date Type: Publication
Access Restriction: No restriction; Release the ETD for access worldwide immediately.
Volume: 2
Edition: 2nd
Publisher: John Wiley & Sons
Place of Publication: New York
Page Range: 189 - 210
Institution: University of Pittsburgh
Schools and Programs: School of Information Sciences > Information Science
Refereed: Yes
ISBN: 978-0-470-89064-6
Title of Book: Handbook of Psychology: Research Methods in Psychology
Editors:
EditorsEmailPitt UsernameORCID
Schinka, JUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Velicer, WUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Related URLs:
Date Deposited: 01 Jul 2013 16:16
Last Modified: 01 Nov 2017 14:07
URI: http://d-scholarship.pitt.edu/id/eprint/19161

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