A Bayesian approach to expression network component analysis.
A semiblind deconvolution method of analysis for gene expression data was proposed recently in a series of articles appeared in PNAS. We illustrate here how similar goals can be achieved in a Bayesian framework and how necessary information on the presence of binding sites can be obtained with Vocabulon, an algorithm based on a stochastic dictionary model.
Sabatti
Chiara
C
Dept. of Stat. & Human Genetics, California Univ., Los Angeles, CA, USA.
Rohlin
Lars
L