Stability ofL1-approximations and robustness of least module estimates

Improving the Robustness and Stability o

Improving the Robustness and Stability of Partial Least Squares Regression for Near-infrared Spectral Analysis

✍ Xueguang SHAO; Da CHEN; Heng XU; Zhichao LIU; Wensheng CAI 📂 Article 📅 2009 🏛 John Wiley and Sons 🌐 English ⚖ 94 KB 👁 2 views

## Abstract Partial least‐squares (PLS) regression has been presented as a powerful tool for spectral quantitative measurement. However, the improvement of the robustness and stability of PLS models is still needed, because it is difficult to build a stable model when complex samples are analyzed o