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Volumn 153, Issue 3-4, 2012, Pages 405-419

Partial estimation of covariance matrices

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EID: 84864379861     PISSN: 01788051     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00440-011-0349-4     Document Type: Article
Times cited : (28)

References (18)
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    • Optimal rates of convergence for covariance matrix estimation
    • to appear
    • Tony Cai, T., Zhang, C.-H., Harrison, H. Zhou.: Optimal rates of convergence for covariance matrix estimation. Ann. Stat. (2010) (to appear).
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  • 7
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    • Johnstone I. M.: On the distribution of the largest eigenvalue in principal components analysis. Ann. Stat. 29(2), 295-327 (2001).
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    • Johnstone I. M., Lu A. Y.: On consistency and sparsity for principal components analysis in high dimensions. J. Am. Stat. Assoc. 104(486), 682-693 (2009).
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    • A new approach to Cholesky-based estimation of high-dimensional covariance matrices
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