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There is no silver bulleta guide to low-level data transforms and normalisation methods for microarray data Abstract To overcome random experimental variation, even for simple screens, data from multiple microarrays have to be combined. There are, however, systematic differences between arrays, and any bias remaining after experimental measures to ensure consistency needs to be controlled for. It is often difficult to make the right choice of data transformation and normalisation methods todoi:10.1093/bib/6.1.86 pmid:15826359 fatcat:bciww2gfsbcsxocbbqrsg2czfm