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Error Variance Estimation in Ultrahigh-Dimensional Additive Models

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Error variance estimation plays an important role in statistical inference for high dimensional regression models. This paper concerns with error variance estimation in high dimensional sparse additive model. We study the asymptotic behavior of the traditional... ...