Robust Cluster Analysis and Variable Selection
eBook - PDF

Robust Cluster Analysis and Variable Selection

  1. 392 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Robust Cluster Analysis and Variable Selection

Book details
Table of contents
Citations

About This Book

Clustering remains a vibrant area of research in statistics. Although there are many books on this topic, there are relatively few that are well founded in the theoretical aspects. In Robust Cluster Analysis and Variable Selection, Gunter Ritter presents an overview of the theory and applications of probabilistic clustering and variable selection,

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Yes, you can access Robust Cluster Analysis and Variable Selection by Gunter Ritter in PDF and/or ePUB format, as well as other popular books in Informatica & Data mining. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Chapman and Hall/CRC
Year
2014
ISBN
9781439857977
Edition
1
Topic
Informatica
Subtopic
Data mining

Table of contents

  1. Front Cover
  2. Contents
  3. Preface
  4. List of Figures
  5. List of Tables
  6. Glossary of notation
  7. Introduction
  8. Chapter 1 - Mixture and classification models and their likelihood estimators
  9. Chapter 2 - Robustification by trimming
  10. Chapter 3 - Algorithms
  11. Chapter 4 - Favorite solutions and cluster validation
  12. Chapter 5 - Variable selection in clustering
  13. Chapter 6 - Applications
  14. Appendix A - Geometry and linear algebra
  15. Appendix B - Topology
  16. Appendix C - Analysis
  17. Appendix D - Measures and probabilities
  18. Appendix E - Probability
  19. Appendix F - Statistics
  20. Appendix G - Optimization
  21. References
  22. Back Cover