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Moving beyond sub-Gaussianity in high-dimensional statistics: applications in covariance estimation and linear regression - MaRDI portal

Moving beyond sub-Gaussianity in high-dimensional statistics: applications in covariance estimation and linear regression (Q5878244)

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scientific article; zbMATH DE number 7655446
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Moving beyond sub-Gaussianity in high-dimensional statistics: applications in covariance estimation and linear regression
scientific article; zbMATH DE number 7655446

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    Moving beyond sub-Gaussianity in high-dimensional statistics: applications in covariance estimation and linear regression (English)
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    20 February 2023
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    concentration inequalities
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    Orlicz norms
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    sub-Weibull random variables
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    structured covariance matrix estimation
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    restricted eigenvalue condition
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    high-dimensional linear regression and Lasso
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    empirical processes
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