Empirical extensions of the lasso penalty to reduce the false discovery rate in high-dimensional Cox regression models

Decreased expression of ABAT and STC2 hallmarks ER-positive inflammatory breast cancer and endocrine therapy resistance in advanced disease

(2015) Maurice P.H.M. Jansen et al.   Molecular Oncology

Effects of human arylamineN-acetyltransferase I knockdown in triple-negative breast cancer cell lines

(2015) Jacky M. Tiang et al.   Cancer Medicine

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Multiple hypothesis testing in genomics

(2014) Jelle J. Goeman et al.   STATISTICS IN MEDICINE

Controlling the local false discovery rate in the adaptive Lasso

(2013) J. N. Sampson et al.   BIOSTATISTICS

Stabilizing the lasso against cross-validation variability

(2013) S. Roberts et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Face up to false positives

(2012) Daniel MacArthur   NATURE

A comparison of estimators to evaluate the discriminatory power of time-to-event models

(2012) Matthias Schmid et al.   STATISTICS IN MEDICINE

Défis statistiques posés par les biopuces

(2011) Stefan Michiels et al.   M S-MEDECINE SCIENCES

Bring on the biomarkers

(2011) George Poste   NATURE

GeneSigDB: a manually curated database and resource for analysis of gene expression signatures

(2011) A. C. Culhane et al.   NUCLEIC ACIDS RESEARCH

The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso)

(2011) Sara van de Geer et al.   Electronic Journal of Statistics

High-Dimensional Cox Models: The Choice of Penalty as Part of the Model Building Process

(2010) Axel Benner et al.   BIOMETRICAL JOURNAL

Frozen robust multiarray analysis (fRMA)

(2010) M. N. McCall et al.   BIOSTATISTICS

On Model Selection Curves

(2010) Samuel Müller et al.   INTERNATIONAL STATISTICAL REVIEW

Stability selection

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Shrinkage-based Diagonal Discriminant Analysis and Its Applications in High-Dimensional Data

(2009) Herbert Pang et al.   BIOMETRICS

SCUBE2 Suppresses Breast Tumor Cell Proliferation and Confers a Favorable Prognosis in Invasive Breast Cancer

(2009) C.-J. Cheng et al.   CANCER RESEARCH

Extended Bayesian information criteria for model selection with large model spaces

(2008) J. Chen et al.   BIOMETRIKA