robustness regression

The Robustness of the Estimate and the Test Statistics for A Regression Model

线性回归模型中估计与检验的稳健性

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Meanwhile, the existence of outliers in training samples has the adverse effects on prediction models. Accordingly, the robust loss functions are adopted and the linear regression techniques are applied in the reservoir space to improve the robustness of the reservoir method.

此外，考虑到训练样本中奇异点的存在会对预测模型产生较大的影响，引入鲁棒损失函数，并将线性回归技术运用于储备池空间中，使得储备池方法具有更好的鲁棒性能。

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