论文标题

山脊痕迹诊断

Ridge TRACE Diagnostics

论文作者

Obenchain, Robert L.

论文摘要

我们描述了最近在Rxshrink cran r-ackage中实现的新的P-参数脊裂收缩模式。此处讨论和说明的五种不同类型的山脊跟踪提供了宝贵的数据分析见解,并改善了研究人员和数据科学家将线性模型拟合到不良数据集的自信心。

We describe a new p-parameter generalized ridge-regression shrinkage-pattern recently implemented in the RXshrink CRAN R-package. The five distinct types of ridge TRACE displays discussed and illustrated here provide invaluable data-analytic insights and improved self-confidence to researchers and data scientists fitting linear models to ill-conditioned datasets.

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