Deviance residuals-based sparse PLS and sparse kernel PLS regression for censored data

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

(2015) Noah Simon et al.   Journal of Statistical Software

When Is Hub Gene Selection Better than Standard Meta-Analysis?

(2013) Peter Langfelder et al.   PLoS One

A Sparse-Group Lasso

(2012) Noah Simon et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

A Robust Alternative to the Schemper-Henderson Estimator of Prediction Error

(2010) Matthias Schmid et al.   BIOMETRICS

Allelotyping identification of genomic alterations in rectal chromosomally unstable tumors without preoperative treatment

(2010) Benoît Romain et al.   BMC CANCER

Sparse partial least squares regression for simultaneous dimension reduction and variable selection

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

The Dantzig Selector in Cox's Proportional Hazards Model

(2010) ANESTIS ANTONIADIS et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Gradient lasso for Cox proportional hazards model

(2009) I. Sohn et al.   BIOINFORMATICS

Hierarchically penalized Cox regression with grouped variables

(2009) S. Wang et al.   BIOMETRIKA

An 86-probe-set gene-expression signature predicts survival in cytogenetically normal acute myeloid leukemia

(2008) K. H. Metzeler et al.   BLOOD

Survival prediction using gene expression data: A review and comparison

(2008) Wessel N. van Wieringen et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A Gradient-Based Optimization Algorithm for LASSO

(2008) Jinseog Kim et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Deviance residuals based PLS regression for censored data in high dimensional setting

(2007) Philippe Bastien   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS