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2006, Foundations and trends in communications and information theory, ISBN 1933019239, Volume 2, issue 3 (2006)., Issue v 2 3, 155-239, ix, 93
The fundamental theorems on the asymptotic behavior of eigenvalues, inverses, and products of banded Toeplitz matrices and Toeplitz matrices with absolutely summable elements are derived in a tutorial manner... 
Toeplitz matrices | Matrices | Theorems (Mathematics) | Research | Mathematical research | Analysis of covariance
Book
2015, Cambridge series in statistical and probabilistic mathematics, ISBN 1107065178, xiv, 308
Book
The Annals of statistics, ISSN 0090-5364, 2008, Volume 36, Issue 1, pp. 199 - 227
This paper considers estimating a covariance matrix of p variables from n observations by either banding or tapering the sample covariance matrix, or estimating a banded version of the inverse of the covariance... 
Approximation | Covariance | Spectral energy distribution | Eigenvalues | Population estimates | White noise | Traffic estimation | Covariance matrices | Estimators | Oracles | Cholesky decomposition | Banding | Covariance matrix | Regularization | EIGENVALUE | regularization | banding | STATISTICS & PROBABILITY | LIMIT | SELECTION | covariance matrix | 62G09 | 62F12 | 62H12
Journal Article
The Annals of applied probability, ISSN 1050-5164, 6/2014, Volume 24, Issue 3, pp. 935 - 1001
Journal Article
The Annals of statistics, ISSN 0090-5364, 2011, Volume 39, Issue 2, pp. 887 - 930
Journal Article
Journal Article
Journal Article
The Annals of statistics, ISSN 0090-5364, 2012, Volume 40, Issue 2, pp. 1024 - 1060
Journal Article
The Annals of statistics, ISSN 0090-5364, 2015, Volume 43, Issue 1, pp. 177 - 214
Journal Article
Journal of theoretical probability, ISSN 1572-9230, 2011, Volume 25, Issue 3, pp. 655 - 686
Given a probability distribution in ℝ n with general (nonwhite) covariance, a classical estimator of the covariance matrix is the sample covariance matrix obtained from a sample of N independent points... 
60H12 | Estimation of covariance matrices | Random matrices with independent columns | Probability Theory and Stochastic Processes | 60B20 | Mathematics | Statistics, general | Sample covariance matrices | 46B09 | STATISTICS & PROBABILITY | CONVEX-BODIES
Journal Article
Journal Article
The Annals of statistics, ISSN 0090-5364, 12/2008, Volume 36, Issue 6, pp. 2757 - 2790
Estimating the eigenvalues of a population covariance matrix from a sample covariance matrix is a problem of fundamental importance in multivariate statistics... 
Point masses | Spectral theory | Covariance | Eigenvalues |