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Cluster Analysis and Data Mining

Language EnglishEnglish
Book Paperback
Book Cluster Analysis and Data Mining Ronald S. King
Libristo code: 05035177
Publishers Mercury Learning & Information, October 2014
Cluster analysis is used in data mining and is a common technique for statistical data analysis used... Full description
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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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About the book

Full name Cluster Analysis and Data Mining
Author Ronald S. King
Language English
Binding Book - Paperback
Date of issue 2014
Number of pages 300
EAN 9781938549380
ISBN 1938549384
Libristo code 05035177
Publishers Mercury Learning & Information
Weight 550
Dimensions 180 x 229 x 16

Categories

Mathematics & Science > Mathematics > Probability & statistics
Computing & Information Technology > Databases > Data mining
Computing & Information Technology > Information technology: general issues
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