CLUSTER ANALYSIS AND DATA MINING

$54.95

Attributes

Current Stock:
SKU:
9781938549380
Weight:
2.00 LBS
Shipping:
Calculated at Checkout
ISBN-13 DIGIT::
9781938549380
AUTHOR::
Ronald S. King
PUBLICATION DATE::
April 2014

Attributes

Current Stock:
SKU:
9781938549380
Weight:
2.00 LBS
Shipping:
Calculated at Checkout
ISBN-13 DIGIT::
9781938549380
AUTHOR::
Ronald S. King
PUBLICATION DATE::
April 2014

Description

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. 

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.)
  • Includes separate chapters on JAN and the clustering of categorical data