Cluster Analysis for Applications PDF
By:Michael R. Anderberg
Published on 2014-05-10 by Academic Press
Cluster Analysis for Applications deals with methods and various applications of cluster analysis. Topics covered range from variables and scales to measures of association among variables and among data units. Conceptual problems in cluster analysis are discussed, along with hierarchical and non-hierarchical clustering methods. The necessary elements of data analysis, statistics, cluster analysis, and computer implementation are integrated vertically to cover the complete path from raw data to a finished analysis. Comprised of 10 chapters, this book begins with an introduction to the subject of cluster analysis and its uses as well as category sorting problems and the need for cluster analysis algorithms. The next three chapters give a detailed account of variables and association measures, with emphasis on strategies for dealing with problems containing variables of mixed types. Subsequent chapters focus on the central techniques of cluster analysis with particular reference to computational considerations; interpretation of clustering results; and techniques and strategies for making the most effective use of cluster analysis. The final chapter suggests an approach for the evaluation of alternative clustering methods. The presentation is capped with a complete set of implementing computer programs listed in the Appendices to make the use of cluster analysis as painless and free of mechanical error as is possible. This monograph is intended for students and workers who have encountered the notion of cluster analysis.
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Book ID of Cluster Analysis for Applications's Books is 7YTiBQAAQBAJ, Book which was written byMichael R. Anderberghave ETAG "THv9MQ/MxNc"
Book which was published by Academic Press since 2014-05-10 have ISBNs, ISBN 13 Code is 9781483191393 and ISBN 10 Code is 1483191397
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Book which have "376 Pages" is Printed at BOOK under CategoryMathematics
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