Cover art for Cluster Analysis and Data Mining
Published
Mercury, September 2013
ISBN
9781938549380
Format
Softcover, 300 pages
Dimensions
23.1cm × 17.8cm × 1.5cm

Cluster Analysis and Data Mining An Introduction by

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Cluster analysis is used in data mining and is a common technique for statistical data analysis used in many fields of study, such as the medical & life sciences, behavioral & social sciences, engineering, and in computer science. This book is applicable to either a course on clustering and classification or as a companion text for a first class in applied statistics.

It features: puts emphasis on illustrating the underlying logic in making decisions during the cluster analysis; brings out the related applications of statistics: Ward's method (ANOVA), JAN (regression analysis & correlational analysis), cluster validation (hypothesis testing, goodness-of-fit, Monte Carlo simulation, etc.); and, includes separate chapters on JAN and the clustering of categorical data.

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