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Robust cluster analysis and variable selection

Author: Gunter Ritter
Publisher: Boca Raton : CRC Press, [2015] ©2015
Series: Monographs on statistics & applied probability (Series), 137.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Gunter Ritter
ISBN: 9781439857977 1439857970 9781439857960 1439857962 9781322624860 1322624860
OCLC Number: 890721110
Description: 1 online resource : text file, PDF.
Contents: 1. Mixture and classification models and their likelihood estimators --
2. Robustification by trimming --
3. Algorithms --
4. Favorite solutions and cluster validation --
5. Variable selection in clustering --
6. Applications.
Series Title: Monographs on statistics & applied probability (Series), 137.
Responsibility: Gunter Ritter, Universität Passau, Germany.

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"I congratulate the author on his hard work, which provides a well-founded mathematical/probabilistic treatment for some valuable clustering techniques...I highly recommend this book and find it very Read more...

 
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