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stat.ME2013
Inference on differences between classes using cluster-specific contrasts of mixed effects
S. K. Ng, G. J. McLachlan, K. Wang +3
The detection of differentially expressed (DE) genes is one of the most commonly studied problems in bioinformatics. For example, the identification of DE genes between distinct di…
stat.ME2011
Clustering of time-course gene expression profiles using normal mixture models with AR(1) random effects
K. Wang, S. K. Ng, G. J. McLachlan
Time-course gene expression data such as yeast cell cycle data may be periodically expressed. To cluster such data, currently used Fourier series approximations of periodic gene ex…