Outlier-Resistant 𝐿𝟏 Orthogonal Regression via the Reformulation-Linearization Technique
Assessing the linear relationship between a set of continuous predictors and a continuous response is a well-studied problem in statistics and data mining. 𝐿2-based methods such as ordinary least squares and orthogonal regression can be used to determine this relationship. However, both of these met...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Hindawi Limited
2011-01-01
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| Series: | Advances in Operations Research |
| Online Access: | http://dx.doi.org/10.1155/2011/263762 |