I have downloaded several GSE from GEO database, all from Homo sapiens and from the same platform and tissue. I have merged all the datasets and performed RMA normalization on the merged set. However, I can still see a lot of unexpected variation between them. I suppose it is due to batch effect. How could I remove it?
Thanks in advance,