An experimental comparison of gene selection by Lasso and Dantzig selector for cancer classification

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

Computing, Computer Science, Data Science +15

Molecular portraits of human breast tumours

Charles M. Perou, Thérese Sørlie, Michael B. Eisen et al. · Nature · 2000 · 16.3K citations

Medicine, Molecular Biology, Oncology +14

Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring

Todd R. Golub, Donna K. Slonim, Pablo Tamayo et al. · Science · 1999 · 11.6K citations

Medicine, Molecular Biology, Oncology +16

Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling

Ash A. Alizadeh, Michael B. Eisen, R. Eric Davis et al. · Nature · 2000 · 10K citations

Life Sciences, Molecular Biology, Oncology +12