Bayesian ensemble methods for survival prediction in gene expression data

BART: Bayesian additive regression trees

(2010) Hugh A. Chipman et al.   Annals of Applied Statistics

Multigene Classifiers, Prognostic Factors, and Predictors of Breast Cancer Clinical Outcome

(2009) Jeffrey S. Ross   ADVANCES IN ANATOMIC PATHOLOGY

Incorporating pathway information into boosting estimation of high-dimensional risk prediction models

(2009) Harald Binder et al.   BMC BIOINFORMATICS

Random survival forests

(2008) Hemant Ishwaran et al.   Annals of Applied Statistics

Flexible boosting of accelerated failure time models

(2008) Matthias Schmid et al.   BMC BIOINFORMATICS

Survival prediction using gene expression data: A review and comparison

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

Comprehensive genomic characterization defines human glioblastoma genes and core pathways

(2008) Roger McLendon et al.   NATURE

Bayesian Analysis of Mass Spectrometry Proteomic Data Using Wavelet-Based Functional Mixed Models

(2007) Jeffrey S. Morris et al.   BIOMETRICS

Bayesian Weibull tree models for survival analysis of clinico-genomic data

(2007) Jennifer Clarke et al.   Statistical Methodology