most citedNon-asymptotic Oracle Inequalities for the High-Dimensional Cox Regression via Lasso

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math.ST2012★ 21 cited

Non-asymptotic Oracle Inequalities for the High-Dimensional Cox Regression via Lasso

Shengchun Kong, Bin Nan

We consider the finite sample properties of the regularized high-dimensional Cox regression via lasso. Existing literature focuses on linear models or generalized linear models wit…