Cluster Analysis /

• Main Author: Everitt, Brian
• Corporate Author: Wiley InterScience (Online service)
• Format: eBook
• Language: English
• Published: Hoboken : Wiley, 2011.
• Edition: 5th ed.
• Series: Wiley series in probability and statistics.
• Subjects: Cluster analysis.; MATHEMATICS > Multivariate Analysis.; MATHEMATICS > Probability & Statistics > Multivariate Analysis.; Clusteranalyse.; Electronic books.

"This edition provides a thorough revision of the fourth edition which focuses on the practical aspects of cluster analysis and covers new methodology in terms of longitudinal data and provides examples from bioinformatics. Real life examples are used throughout to demonstrate the application o...

Table of Contents:

• Front Matter
• An Introduction to Classification and Clustering
• Detecting Clusters Graphically
• Measurement of Proximity
• Hierarchical Clustering
• Optimization Clustering Techniques
• Finite Mixture Densities as Models for Cluster Analysis
• Model-Based Cluster Analysis for Structured Data
• Miscellaneous Clustering Methods
• Some Final Comments and Guidelines
• Bibliography
• Index.