TY - BOOK AU - Dutta, Subhajit. TI - Some contributions to discriminant analysis using different notions of data depth U1 - 000SA.073 23 PY - 2012/// CY - Kolkata PB - ISI KW - Classification (statistics) KW - Discriminant analysis N1 - "This thesis was accepted for the Ph.D. degree by the Indian Statistical Institute, August 2012." Thesis Supervisor : Prof. Probal Chaudhuri; Includes bibliographical references.; 1. Introduction-- 2. Classification using Mahalanobis depth and projection depth-- 3. Non-elliptic distributions and data depth-- 4. Classification using spatial depth and its localized version-- 5. Classification of character sequences using regression depth and other methods-- A. Definitions of different notions of data depth-- Bibliography-- ER -