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. Author manuscript; available in PMC: 2019 Feb 6.
Published in final edited form as: Ann Appl Stat. 2017 Dec 28;11(4):1998–2026. doi: 10.1214/17-AOAS1051

Table 2.

MSE of regressing external baseline data on imputed gene means. Comparison of unaltered means, means from the Liu data, and MCDC data. Affymetrix and RNAseq baselines are both from external sources independent of the LINCS L1000 data.

Method Affymetrix Baseline RNAseq Baseline
Unaltered 1.91 1.66
Liu 1.87 1.58
MCDC 1.76 1.55