Classification of microarrays to nearest centroids

@article{Dabney2005ClassificationOM,
  title={Classification of microarrays to nearest centroids},
  author={Alan R. Dabney},
  journal={Bioinformatics},
  year={2005},
  volume={21 22},
  pages={4148-54}
}
MOTIVATION Classification of biological samples by microarrays is a topic of much interest. A number of methods have been proposed and successfully applied to this problem. It has recently been shown that classification by nearest centroids provides an accurate predictor that may outperform much more complicated methods. The 'Prediction Analysis of Microarrays' (PAM) approach is one such example, which the authors strongly motivate by its simplicity and interpretability. In this spirit, I seek… CONTINUE READING

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Multivariate Analysis

  • K. Mardia, J. Kent, J. Bibby
  • 1979
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