Robustness in Statistical Pattern Recognition

Author:   Y. Kharin
Publisher:   Springer
Edition:   Softcover reprint of hardcover 1st ed. 1996
Volume:   380
ISBN:  

9789048147601


Pages:   302
Publication Date:   15 December 2010
Format:   Paperback
Availability:   Out of stock   Availability explained
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Robustness in Statistical Pattern Recognition


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Author:   Y. Kharin
Publisher:   Springer
Imprint:   Springer
Edition:   Softcover reprint of hardcover 1st ed. 1996
Volume:   380
Dimensions:   Width: 21.00cm , Height: 1.70cm , Length: 29.70cm
Weight:   0.842kg
ISBN:  

9789048147601


ISBN 10:   9048147603
Pages:   302
Publication Date:   15 December 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

Table of Contents

1 Probability Models of Data and Optimal Decision Rules.- 2 Violations of Model Assumptions and Basic Notions in Decision Rule Robustness.- 3 Robustness of Parametric Decision Rules and Small-sample Effects.- 4 Robustness of Nonparametric Decision Rules and Small-sample Effects.- 5 Decision Rule Robustness under Distortions of Observations to be Classified.- 6 Decision Rule Robustness under Distortions of Training Samples.- 7 Cluster Analysis under Distorted Model Assumptions.- Main Notations and Abbreviations.

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