Cluster Analysis in Neuropsychological Research

Recent Applications

Editors: Allen, Daniel N., Goldstein, Gerald (Eds.)

  • ​​ ​Provides descriptions of accessible and readily applicable classification methods relevant to neuropsychological research
  • Provides guidance to understanding of the now extensive cluster analytic literature in neuropsychology
  • Provides illustrations of how behaviorally based subgroups within several clinical entities can be related to various other neuroscience methods
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About this book

​​ ​Cluster analysis is a multivariate classification technique that allows for identification of homogenous subgroups within diverse samples based on shared characteristics. In recent years, cluster analysis has been increasingly applied to psychological and neuropsychological variables to address a number of empirical questions. This book provides an overview of cluster analysis, including statistical and methodological considerations in its application to neurobehavioral variables. First, an introduction to cluster analysis is presented that emphasizes issues of relevance to neuropsychological research, including controversies surrounding it use. Cluster analysis is then applied to clinical disorders that do not have an associated prototypical neuropsychological profile, including traumatic brain injury, schizophrenia, and health problems associated with homelessness. In a second application, cluster analysis is used to investigate the course of normal memory development. Finally, cluster analysis is applied to classification of brain injury severity in children and adolescents who sustained traumatic brain injury. 

About the authors

Daniel N. Allen, Ph.D., is professor in the Department of Psychology at University of Nevada Las Vegas. He has published more than 125 scientific papers addressing various aspects of clinical neuropsychology and psychopathology. He has received national recognition for his work in the area of clinical neuropsychology, as evidenced by a number of prestigious awards, including the Nelson Butters Award and the Early Career Award from the National Academy of Neuropsychology. He has also received the Barrick Distinguished Scholar Award and the William Morris Award for Excellence in Scholarship from the University of Nevada Las Vegas.

 Gerald Goldstein, Ph.D., is senior research career scientist at the VA Pittsburgh Healthcare System. He has received numerous honors and awards for his contributions to clinical neuropsychology, and has served the field in a variety of highly visible leadership positions, including President of the National Academy of Neuropsychology, President of the Clinical Neuropsychology Division (40) of the American Psychological Association, and President of the International Neuropsychological Society. Dr. Goldstein has authored more than 300 scientific papers.

Table of contents (6 chapters)

  • Introduction

    Allen, Daniel N. (et al.)

    Pages 1-11

  • Statistical and Methodological Considerations When Using Cluster Analysis in Neuropsychological Research

    Cross, Chad L.

    Pages 13-35

  • Application of Cluster Analysis to Investigate Neuropsychological Heterogeneity in Psychiatric and Neurological Patients

    Goldstein, Gerald

    Pages 37-70

  • Identifying Neurodevelopmental Stages of Memory from Childhood Through Adolescence with Cluster Analysis

    Thaler, Nicholas S. (et al.)

    Pages 71-93

  • Classification of Traumatic Brain Injury Severity: A Neuropsychological Approach

    Allen, Daniel N. (et al.)

    Pages 95-123

Buy this book

eBook $74.99
price for USA (gross)
  • ISBN 978-1-4614-6744-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $99.00
price for USA
  • ISBN 978-1-4614-6743-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $99.00
price for USA
  • ISBN 978-1-4899-9863-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Cluster Analysis in Neuropsychological Research
Book Subtitle
Recent Applications
Editors
  • Daniel N. Allen
  • Gerald Goldstein
Copyright
2013
Publisher
Springer-Verlag New York
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4614-6744-1
DOI
10.1007/978-1-4614-6744-1
Hardcover ISBN
978-1-4614-6743-4
Softcover ISBN
978-1-4899-9863-7
Edition Number
1
Number of Pages
VII, 136
Topics