Douglas M. Hawkins, Professor, University of Minnesota

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Research
 
  • Hawkins, D. M. The Problem of Overfitting, Journal of Chemical Information and Computer Sciences, 44, (2004), 1-12.

  • Hawkins, D. M., Basak, S. C., and Mills, D. Assessing Model fit by Cross-validation, Journal of Chemical Information and Computer Sciences, 43, (2003), 579-586.

  • Durbin, D., Hawkins, D. M., and Rocke, D. M., 'A variance-stabilizing transformation for gene-expression microarray data', to appear in Bioinformatics.

  • Beres, D. L. and Hawkins, D. M. (2001), 'Plackett-Burman technique for sensitivity analysis of many-parametered models', Ecological Modelling, 141, 171-183.

  • Hawkins. D. M., Basak, S. and Shi, X., (2001), 'QSAR with few compounds and many features', Journal of Chemical Information and Computer Sciences, 41, 663-670.
Chemometrics and Environment