# Ridge TRACE Diagnostics

arXiv: https://arxiv.org/abs/2005.14291 · HTML: https://mlsanity.com/paper/2005.14291/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 28 May 2020.

## Built on by (most cited first, 1 of 1)

- [The Efficient Shrinkage Path: Maximum Likelihood of Minimum MSE Risk](https://mlsanity.com/paper/2103.05161/) (2021)

## Abstract (arXiv)

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.