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Estimation of variances and covariances for high-dimensional data: a selective review

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Publication:6604407
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DOI10.1002/WICS.1308zbMATH Open1545.62144MaRDI QIDQ6604407

Tiejun Tong, Cheng Wang, Yuedong Wang

Publication date: 12 September 2024

Published in: Wiley Interdisciplinary Reviews. WIREs Computational Statistics (Search for Journal in Brave)




zbMATH Keywords

covariance matrixshrinkage estimationhigh-dimensional dataprecision matrixmicroarray datasparse covariance matrix


Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08)



Related Items (3)

Cluster-scaled principal component analysis ⋮ Estimation of covariance and precision matrix, network structure, and a view toward systems biology ⋮ A comparison of methods for estimating the determinant of high-dimensional covariance matrix






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