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Estimating structured high-dimensional covariance and precision matrices: optimal rates and adaptive estimation - MaRDI portal

Estimating structured high-dimensional covariance and precision matrices: optimal rates and adaptive estimation (Q5965313)

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scientific article; zbMATH DE number 6549010
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English
Estimating structured high-dimensional covariance and precision matrices: optimal rates and adaptive estimation
scientific article; zbMATH DE number 6549010

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    Estimating structured high-dimensional covariance and precision matrices: optimal rates and adaptive estimation (English)
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    3 March 2016
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    adaptive estimation
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    banding
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    block thresholding
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    covariance matrix
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    factor model
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    Frobenius norm
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    Gaussian graphical model
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    hypothesis testing
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    minimax lower bound
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    operator norm
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    optimal rate of convergence
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    precision matrix
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    Schatten norm
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    spectral norm
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    tapering
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    thresholding
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