Cluster Analysis

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9780470749913: Cluster Analysis
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Cluster Analysis: 5th Edition

Brian S. Everitt, Professor Emeritus, King′s College, London, UK
Sabine Landau, Morven Leese and Daniel Stahl, Institute of Psychiatry, King′s College London, UK

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 5th 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.

Présentation de l'éditeur :

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

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Brian S. Everitt
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Brian S. Everitt, Sabine Landau, Morven Leese
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Description du livre John Wiley and Sons Ltd, United States, 2011. Hardback. État : New. 5th Revised edition. 230 x 158 mm. Language: English . Brand New Book. 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. N° de réf. du libraire AAH9780470749913

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Brian S. Everitt, Sabine Landau, Morven Leese
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ISBN 10 : 0470749911 ISBN 13 : 9780470749913
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Description du livre John Wiley and Sons Ltd, United States, 2011. Hardback. État : New. 5th Revised edition. 230 x 158 mm. Language: English . Brand New Book. 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. N° de réf. du libraire AAH9780470749913

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Brian S. Everitt, Sabine Landau, Morven Leese, Daniel Stahl
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Description du livre John Wiley and Sons Ltd. Hardback. État : new. BRAND NEW, Cluster Analysis (5th Revised edition), Brian S. Everitt, Sabine Landau, Morven Leese, Daniel Stahl, 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. N° de réf. du libraire B9780470749913

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Description du livre John Wiley and Sons Ltd, 2011. État : New. 2011. 5th Edition. Hardcover. * Presents a comprehensive guide to clustering techniques. * Provides a thorough revision of the fourth edition, including new developments in clustering longitudinal data and examples from bioinformatics and gene studies * Includes a new section on how to use R for cluster analysis. Series: Wiley Series in Probability and Statistics. Num Pages: 346 pages, Illustrations. BIC Classification: PBT. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 233 x 155 x 24. Weight in Grams: 626. . . . . . . N° de réf. du libraire V9780470749913

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Description du livre John Wiley and Sons Ltd. État : New. 2011. 5th Edition. Hardcover. * Presents a comprehensive guide to clustering techniques. * Provides a thorough revision of the fourth edition, including new developments in clustering longitudinal data and examples from bioinformatics and gene studies * Includes a new section on how to use R for cluster analysis. Series: Wiley Series in Probability and Statistics. Num Pages: 346 pages, Illustrations. BIC Classification: PBT. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 233 x 155 x 24. Weight in Grams: 626. . . . . . Books ship from the US and Ireland. N° de réf. du libraire V9780470749913

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