Correcting gene expression data when neither the unwanted variation nor the factor of interest are observed

Laurent Jacob, Johann Gagnon-Bartsch, Terence P. Speed

When dealing with large scale gene expression studies, observations are commonly contaminated by unwanted variation factors such as platforms or batches. Not taking this unwanted v…