Sample Size Considerations of Prediction-Validation Methods in High-Dimensional Data for Survival Outcomes

Estimating Effect Sizes of Differentially Expressed Genes for Power and Sample-Size Assessments in Microarray Experiments

(2011) Shigeyuki Matsui et al.   BIOMETRICS

Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data

(2011) R. M. Simon et al.   BRIEFINGS IN BIOINFORMATICS

Pathway-based identification of SNPs predictive of survival

(2011) Herbert Pang et al.   EUROPEAN JOURNAL OF HUMAN GENETICS

Sample size requirements to detect gene-environment interactions in genome-wide association studies

(2011) Cassandra E. Murcray et al.   GENETIC EPIDEMIOLOGY

Power and Sample Size Calculation for Microarray Studies

(2011) Sin-Ho Jung et al.   Journal of Biopharmaceutical Statistics

Pathway analysis using random forests with bivariate node-split for survival outcomes

(2009) Herbert Pang et al.   BIOINFORMATICS

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

(2009) Herbert Pang et al.   BIOMETRICS

Prognostic Significance of Copy-Number Alterations in Multiple Myeloma

(2009) Hervé Avet-Loiseau et al.   JOURNAL OF CLINICAL ONCOLOGY

Random survival forests

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

Practical guidelines for assessing power and false discovery rate for a fixed sample size in microarray experiments

(2008) Tiejun Tong et al.   STATISTICS IN MEDICINE