Cluster Analysis (Wiley Series in Probability and Statistics)

Cluster Analysis (Wiley Series in Probability and Statistics)
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作者: , ,
出版社: Wiley & Sons
2011-03
版次: 5
ISBN: 9780470749913
定价: 1079.90
装帧: 精装
页数: 346页
正文语种: 英语
  • Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organizing multivariate data into such subgroups, clustering can help reveal the characteristics of any structure or patterns present. These techniques have proven useful in a wide range of areas such as medicine, psychology, market research and bioinformatics.  This fifth edition of the highly successful Cluster Analysis includes coverage of the latest developments in the field and a new chapter dealing with finite mixture models for structured data.
     Real life examples are used throughout to demonstrate the application of the theory, and figures are used extensively to illustrate graphical techniques. The book is comprehensive yet relatively non-mathematical, focusing on the practical aspects of cluster analysis.  Key Features:  • Presents a comprehensive guide to clustering techniques, with focus on the practical aspects of cluster analysis.
     • Provides a thorough revision of the fourth edition, including new developments in clustering longitudinal data and examples from bioinformatics and gene studies
     • Updates the chapter on mixture models to include recent developments and presents a new chapter on mixture modeling for structured data.  Practitioners and researchers working in cluster analysis and data analysis will benefit from this book. Brian S. Everitt, Sabine Landau and Morven Leese are all at the Institute of Psychiatry, King's College London. --This text refers to an out of print or unavailable edition of this title.
  • 内容简介:
    Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organizing multivariate data into such subgroups, clustering can help reveal the characteristics of any structure or patterns present. These techniques have proven useful in a wide range of areas such as medicine, psychology, market research and bioinformatics.  This fifth edition of the highly successful Cluster Analysis includes coverage of the latest developments in the field and a new chapter dealing with finite mixture models for structured data.
     Real life examples are used throughout to demonstrate the application of the theory, and figures are used extensively to illustrate graphical techniques. The book is comprehensive yet relatively non-mathematical, focusing on the practical aspects of cluster analysis.  Key Features:  • Presents a comprehensive guide to clustering techniques, with focus on the practical aspects of cluster analysis.
     • Provides a thorough revision of the fourth edition, including new developments in clustering longitudinal data and examples from bioinformatics and gene studies
     • Updates the chapter on mixture models to include recent developments and presents a new chapter on mixture modeling for structured data.  Practitioners and researchers working in cluster analysis and data analysis will benefit from this book.
  • 作者简介:
    Brian S. Everitt, Sabine Landau and Morven Leese are all at the Institute of Psychiatry, King's College London. --This text refers to an out of print or unavailable edition of this title.
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