Testing the independence of two random vectors where only one dimension is large

Independence test for high dimensional data based on regularized canonical correlation coefficients

(2015) Yanrong Yang et al.   ANNALS OF STATISTICS

SpliceNet: recovering splicing isoform-specific differential gene networks from RNA-Seq data of normal and diseased samples

(2014) Hari Krishna Yalamanchili et al.   NUCLEIC ACIDS RESEARCH

Canonical correlation analysis for RNA-seq co-expression networks

(2013) Shengjun Hong et al.   NUCLEIC ACIDS RESEARCH

On the sphericity test with large-dimensional observations

(2013) Qinwen Wang et al.   Electronic Journal of Statistics

Opportunities and methods for studying alternative splicing in cancer with RNA-Seq

(2012) Huijuan Feng et al.   CANCER LETTERS

Testing the structure of the covariance matrix with fewer observations than the dimension

(2012) Muni S. Srivastava et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Testing the independence of sets of large-dimensional variables

(2012) DanDan Jiang et al.   Science China-Mathematics

A two-sample test for high-dimensional data with applications to gene-set testing

(2010) Song Xi Chen et al.   ANNALS OF STATISTICS

Corrections to LRT on large-dimensional covariance matrix by RMT

(2009) Zhidong Bai et al.   ANNALS OF STATISTICS