where the wi constitute the model weights and have been estimated using DSGEO. These weights are provided in the dataset DSGEO-OLS. Repeating this procedure for all unmeasured genes gives predicted measurements of all 12,328 genes reported (measured plus inferred) by the L1000 assay.