Finding Groups in Data: An Introduction to Cluster Analysis (Probability & Mathematical Statistics S.) - Hardcover

Kaufman, Leonard; Rousseeuw, Peter J.

 
9780471878766: Finding Groups in Data: An Introduction to Cluster Analysis (Probability & Mathematical Statistics S.)

Inhaltsangabe

This text provides an introduction to the practical application of cluster analysis and presents a selection of methods which together can deal with most applications. These methods are chosen for their robustness, consistency and general applicability. The main approaches to clustering are studied and guidance on choosing between the available methods is given. The authors also discuss various types of data, including interval-scaled and binary variables as well as similarity data, and explain ways in which these can be transformed prior to clustering. Numerous exercises are also included.

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Reseña del editor

This text provides an introduction to the practical application of cluster analysis and presents a selection of methods which together can deal with most applications. These methods are chosen for their robustness, consistency and general applicability. The main approaches to clustering are studied and guidance on choosing between the available methods is given. The authors also discuss various types of data, including interval-scaled and binary variables as well as similarity data, and explain ways in which these can be transformed prior to clustering. Numerous exercises are also included.

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Weitere beliebte Ausgaben desselben Titels

9780471735786: Finding Groups in Data: An Introduction to Cluster Analysis: 603 (Wiley Series in Probability and Statistics)

Vorgestellte Ausgabe

ISBN 10:  0471735787 ISBN 13:  9780471735786
Verlag: Wiley-Interscience, 2005
Softcover