Principal component analysis based methods in bioinformatics studies

Pathway-based analysis for genome-wide association studies using supervised principal components

(2010) Xi Chen et al.   GENETIC EPIDEMIOLOGY

Covariance regularization by thresholding

(2009) Peter J. Bickel et al.   ANNALS OF STATISTICS

Identification of differential gene pathways with principal component analysis

(2009) Shuangge Ma et al.   BIOINFORMATICS

Weighted gene co-expression network analysis of the peripheral blood from Amyotrophic Lateral Sclerosis patients

(2009) Christiaan GJ Saris et al.   BMC GENOMICS

Supervised principal component analysis for gene set enrichment of microarray data with continuous or survival outcomes

(2008) X. Chen et al.   BIOINFORMATICS

Penalized feature selection and classification in bioinformatics

(2008) S. Ma et al.   BRIEFINGS IN BIOINFORMATICS