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Book synopsis

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.

Book details

Book category Books in English Mathematics & science Mathematics Probability & statistics

• Full title: Cluster Analysis and Data Mining
• Author: Ronald S. King
• Language: English
• Binding: Paperback
• Number of pages: 300
• EAN: 9781938549380
• ISBN: 1938549384
• ID: 05035177
• Publisher: Mercury Learning & Information
• Weight: 550 g
• Dimensions: 229 × 180 × 16 mm
• Date of publishing: 25. October 2014

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