About this document
Technometrics by uswatunhasanahus10 is a document available to read on EtoBox.
The article introduces ROBPCA, a new method for robust principal component analysis that combines projection pursuit with robust scatter matrix estimation. This approach enhances the accuracy of estimates in noncontaminated datasets and improves robustness in contaminated datasets, while also providing a diagnostic plot for outlier detection. The authors apply ROBPCA to various datasets, demonstrating its effectiveness in handling high-dimensional data often encountered in fields like chemometrics and engin
- Author
- uswatunhasanahus10
- Language
- EN