• Anglický jazyk

Cluster Analysis and Data Mining

Autor: Ronald S. King

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... Viac o knihe

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O knihe

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.

  • Vydavateľstvo: De Gruyter
  • Rok vydania: 2014
  • Formát: Paperback
  • Rozmer: 229 x 178 mm
  • Jazyk: Anglický jazyk
  • ISBN: 9781938549380

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