Douglas M. Hawkins

Discriminant Analysis and Statistical Pattern Recognition.

Douglas M. Hawkins, Geoffrey J. McLachlan · Journal of the American Statistical Association · 1993 · 2.7K citations

Computing, Computer Science, Feature Engineering +14

The Problem of Overfitting

Douglas M. Hawkins · Journal of Chemical Information and Computer Sciences · 2003 · 2.4K citations

Natural Sciences, Chemistry, Chemical Kinetics +5

Robust estimation of the variogram: I

Noel Cressie, Douglas M. Hawkins · Mathematical Geology · 1980 · 923 citations

Natural Sciences, Biostatistics, Statistics +7

Assessing Model Fit by Cross-Validation

Douglas M. Hawkins, Subhash C. Basak, Denise Mills · Journal of Chemical Information and Computer Sciences · 2003 · 762 citations

Pharmacy, Medicinal Chemistry, Drug Design +15

A variance-stabilizing transformation for gene-expressionmicroarray data

Blythe Durbin, J.S. Hardin, Douglas M. Hawkins et al. · Bioinformatics · 2002 · 476 citations · Full text

Life Sciences, Bioinformatics, Biostatistics +13