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Geodesic Clustering for Covariance Matrices

Published:2015-07-31 Issue:4 Volume:22 Page:321-331
ISSN:2383-4757
Container-title:Communications for Statistical Applications and Methods
language:en
Short-container-title:CSAM

Author:

Lee Haesung¹,Ahn Hyun-Jung²,Kim Kwang-Rae³,Kim Peter T.⁴,Koo Ja-Yong⁵

Affiliation:

1. Department of Statistics, Pennsylvania State University, USA

2. Kantar Health, Seoul, Korea

3. School of Mathematical Sciences, University of Nottingham, UK

4. Department of Mathematics and Statistics, University of Guelph, Canada

5. Department of Statistics, Korea University, Korea

Funder

National Research Foundation of Korea(NRF)

Publisher

The Korean Statistical Society

Subject

Applied Mathematics,Statistics, Probability and Uncertainty,Finance,Modeling and Simulation,Statistics and Probability

Link

http://pdf.medrang.co.kr/CSAM/2015/022/CSAM022-04-02.pdf

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Asymptotics of Distances Between Sample Covariance Matrices;IEEE Transactions on Signal Processing;2024

2. BELMM: Bayesian model selection and random walk smoothing in time-series clustering;Bioinformatics;2023-11-01

3. Covariance‐based soft clustering of functional data based on the Wasserstein–Procrustes metric;Scandinavian Journal of Statistics;2023-10-28

4. Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification;2020 25th International Conference on Pattern Recognition (ICPR);2021-01-10

5. cCorrGAN: Conditional Correlation GAN for Learning Empirical Conditional Distributions in the Elliptope;Lecture Notes in Computer Science;2021

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