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OverviewFull Product DetailsAuthor: Y. KharinPublisher: 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: 9789048147601ISBN 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 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 Contents1 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.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |