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Statistical Models for Data Analysis
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Application of depth methods to functional data provides new tools of analysis, in particular an ordering of curves from the center outwards. Two specific depth definitions are band depth and half-region depth (Lo ́pez-Pintado & Romo (2009). Journal of the American Statistical Association, 104, 718–734; Lo ́pez-Pintado & Romo (2011). Computational Statistics & Data Analysis, 55, 1679–1695). Another research area is local depth (Agostinelli and Romanazzi (2011). Journal of Statistical Planning and Inference, 141, 817–830.) aimed to identify multiple centers and dense subsets of the space. In this work we suggest local versions for both band and half-region depth and illustrate an application with real data.
Paolo Giudici - Personal Name
1st Edtion
ISBN 978-3-319-00031
NONE
Statistical Models for Data Analysis
Management
English
Springer International Publishing
2012
USA
1-413
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