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Functional Clustering of Longitudinal Data

類別:專書單篇

學年 / 學期:96-1

出版日期:2008-01-01 00:00:00

著者:Chiou, Jeng-min; Li, Pai-ling

單位:淡江大學統計學系

出版者:Heidelberg: Physica-Verlag

著錄名稱、卷期、頁數:Functional and Operatorial Statistics, pp.103-107

摘要:This study considers two clustering criteria to achieve difierent goals of grouping similar curves. These criteria are based on the minimal L2 distance and the maximal functional correlation defined in this study, respectively. Each cluster centers on a subspace spanned by the cluster mean and covariance eigenfunctions of the underlying random functions. Clusters can thus be identified by the subspace projection of curves.

語言:en

ISBN:9783790820621 9783790820614