Cluster Analysis and Data Mining: An Introduction

Ronald S. King

ISBN 10: 1938549384 / ISBN 13: 9781938549380

Published by MERCURY LEARNING & INFORMATION, 2014

About this Item

Zustand: Hervorragend | Seiten: 300 | Sprache: Englisch | Produktart: Bücher | 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.

Seller Inventory # 23649529/1

Bibliographic Details

• Title: Cluster Analysis and Data Mining: An Introduction
• Publisher: MERCURY LEARNING & INFORMATION
• Publication Date: 2014
• Language: English
• ISBN 10: 1938549384
• ISBN 13: 9781938549380
• Binding: Soft cover
• Condition: Hervorragend
• Seller catalogs:
  • Bücher

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About the Author

King Ronald S. :

Ronald S. King holds a PhD in applied statistics and currently teaches online courses for Tarleton State University (TX). Spanning a career of four decades of teaching and administration at multiple universities, he brings a unique perspective to the fields of statistics, computer science, and information systems. His lifetime career publications have made numerous contributions to these fields.