Rate minimaxity of the Lasso and Dantzig selector for the \(l_{q}\) loss in \(l_{r}\) balls (Q2896196)

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scientific article; zbMATH DE number 6055600
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English
Rate minimaxity of the Lasso and Dantzig selector for the \(l_{q}\) loss in \(l_{r}\) balls
scientific article; zbMATH DE number 6055600

    Statements

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    13 July 2012
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    variable selection
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    estimation
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    oracle inequality
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    minimax
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    linear regression
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    penalized least squares
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    linear programming
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    Rate minimaxity of the Lasso and Dantzig selector for the \(l_{q}\) loss in \(l_{r}\) balls (English)
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