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. Author manuscript; available in PMC: 2018 Dec 1.
Published in final edited form as: Ann Appl Stat. 2018 Nov 13;12(4):2075–2095. doi: 10.1214/18-AOAS1144

Table 2. Root Mean Squared Error from the Dilution Experiment.

Accuracy of different missing data methods found in our dilution experiment. The square root of the mean of squared errors, across all proteins, of log base 2 fold changes are presented for seven different methods of analysis. Results are shown separately for proteins with estimable and inestimable relative abundance contrasts.

SVD KNN pMin cMin SMP MM 2-Way

Estimable 1.72 2.28 1.43 2.08 0.94 1.13 1.19
Inestimable 4.39 5.48 3.51 3.48 3.30 NA NA