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Functional principal component analysis for partially observed elliptical process

Published:2023-08 Issue: Volume:184 Page:107745
ISSN:0167-9473
Container-title:Computational Statistics & Data Analysis
language:en
Short-container-title:Computational Statistics & Data Analysis

Author:

Park Yeonjoo^ORCID,Kim Hyunsung,Lim Yaeji^ORCID

Funder

Korea Institute of Energy Technology Evaluation and Planning

Chung-Ang University

Ministry of Trade, Industry and Energy

National Research Foundation of Korea

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference44 articles.

1. Principal points and elliptical distributions from the multivariate setting to the functional case;Bali;Stat. Probab. Lett.,2009

2. Robust functional principal components: a projection-pursuit approach;Bali;Ann. Stat.,2011

3. S-estimators for functional principal component analysis;Boente;J. Am. Stat. Assoc.,2015

4. Robust functional principal components for sparse longitudinal data;Boente;Metron,2021

5. A characterization of elliptical distributions and some optimality properties of principal components for functional data;Boente;J. Multivar. Anal.,2014

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