Weibull regression with Bayesian variable selection to identify prognostic tumour markers of breast cancer survival

Multiple Imputation by Chained Equations (MICE): Implementation inStata

(2015) Patrick Royston et al.   Journal of Statistical Software

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

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

A significance test for the lasso

(2014) Richard Lockhart et al.   ANNALS OF STATISTICS

Discovery and saturation analysis of cancer genes across 21 tumour types

(2014) Michael S. Lawrence et al.   NATURE

A lasso for hierarchical interactions

(2013) Jacob Bien et al.   ANNALS OF STATISTICS

Comparisons between different polychemotherapy regimens for early breast cancer: meta-analyses of long-term outcome among 100 000 women in 123 randomised trials

(2013)   LANCET

Prognostic significance of PDCD4 expression in human salivary adenoid cystic carcinoma

(2013) Cheng Qi et al.   MEDICAL ONCOLOGY

Cancer Genome Landscapes

(2013) B. Vogelstein et al.   SCIENCE

Integrative variable selection via Bayesian model uncertainty

(2013) M. A. Quintana et al.   STATISTICS IN MEDICINE

GUESS-ing Polygenic Associations with Multiple Phenotypes Using a GPU-Based Evolutionary Stochastic Search Algorithm

(2013) Leonardo Bottolo et al.   PLoS Genetics

Predictive Models of Choroidal Neovascularization and Geographic Atrophy Incidence Applied to Clinical Trial Design

(2012) Linda C. McCarthy et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Aurora kinase A outperforms Ki67 as a prognostic marker in ER-positive breast cancer

(2012) H R Ali et al.   BRITISH JOURNAL OF CANCER

PREDICT Plus: development and validation of a prognostic model for early breast cancer that includes HER2

(2012) G C Wishart et al.   BRITISH JOURNAL OF CANCER

A Comparison of Bayesian and Frequentist Approaches to Incorporating External Information for the Prediction of Prostate Cancer Risk

(2012) Paul J. Newcombe et al.   GENETIC EPIDEMIOLOGY

Prognostic Significance of Progesterone Receptor–Positive Tumor Cells Within Immunohistochemically Defined Luminal A Breast Cancer

(2012) Aleix Prat et al.   JOURNAL OF CLINICAL ONCOLOGY

Biological and prognostic associations of miR-205 and let-7b in breast cancer revealed by in situ hybridization analysis of micro-RNA expression in arrays of archival tumour tissue

(2012) John Le Quesne et al.   JOURNAL OF PATHOLOGY

A Three-Gene Model to Robustly Identify Breast Cancer Molecular Subtypes

(2012) Benjamin Haibe-Kains et al.   JNCI-Journal of the National Cancer Institute

Variable selection with error control: another look at stability selection

(2012) Rajen D. Shah et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Using Penalised Logistic Regression to Fine Map HLA Variants for Rheumatoid Arthritis

(2011) Charlotte M. Vignal et al.   ANNALS OF HUMAN GENETICS

ESS++: a C++ objected-oriented algorithm for Bayesian stochastic search model exploration

(2011) Leonardo Bottolo et al.   BIOINFORMATICS

Bootstrapping Lasso Estimators

(2011) A. Chatterjee et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Gene expression profiling in breast cancer: classification, prognostication, and prediction

(2011) Jorge S Reis-Filho et al.   LANCET

A Note on Bayesian Inference After Multiple Imputation

(2010) Xiang Zhou et al.   AMERICAN STATISTICIAN

Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer

(2010) Jie Peng et al.   Annals of Applied Statistics

BCL2 in breast cancer: a favourable prognostic marker across molecular subtypes and independent of adjuvant therapy received

(2010) S-J Dawson et al.   BRITISH JOURNAL OF CANCER

Bayesian variable selection for survival regression in genetics

(2010) Ioanna Tachmazidou et al.   GENETIC EPIDEMIOLOGY

Survival Models in Health Economic Evaluations: Balancing Fit and Parsimony to Improve Prediction

(2010) Christopher H Jackson et al.  

Stability selection

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

New Insights into the Genetic Control of Gene Expression using a Bayesian Multi-tissue Approach

(2010) Enrico Petretto et al.   PLoS Computational Biology

Subtyping of Breast Cancer by Immunohistochemistry to Investigate a Relationship between Subtype and Short and Long Term Survival: A Collaborative Analysis of Data for 10,159 Cases from 12 Studies

(2010) Fiona M. Blows et al.   PLOS MEDICINE

Multilocus Bayesian Meta-Analysis of Gene-Disease Associations

(2009) Paul J. Newcombe et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

The tumour suppressor Pdcd4: recent advances in the elucidation of function and regulation

(2009) Brigitte Lankat-Buttgereit et al.   BIOLOGY OF THE CELL

Bayesian Meta-Analysis of Genetic Association Studies with Different Sets of Markers

(2008) Claudio Verzilli et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Biological Processes Associated with Breast Cancer Clinical Outcome Depend on the Molecular Subtypes

(2008) C. Desmedt et al.   CLINICAL CANCER RESEARCH

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION