Yes, weighted is generally the correct enrichment statistic to use.
Without weighting (for example, in classic mode) GSEA will just use the order of the gene list and the magnitude won't be considered at all.
-Anthony
Anthony S. Castanza, PhD
Curator, Molecular Signatures Database
Mesirov Lab, Department of Medicine
University of California, San Diego
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