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rpls: Robust Partial Least Squares
A robust Partial Least-Squares (PLS) method is implemented that is robust to outliers in the residuals as well as to leverage points. A specific weighting scheme is applied which avoids iterations, and leads to a highly efficient robust PLS estimator.
Getting started
Browse package contents
Package details |
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| Author | Peter Filzmoser, Sukru Acitas, Birdal Senoglu and Maximilian Plattner |
| Maintainer | Peter Filzmoser <peter.filzmoser@tuwien.ac.at> |
| License | GPL (>= 3) |
| Version | 0.6.0 |
| Package repository | View on CRAN |
| Installation |
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