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Table 2 Comparison of RMA and fRMA based on bias, precision, and overall performance

From: Thawing Frozen Robust Multi-array Analysis (fRMA)

  Preprocessing Slope (SD) Null SD Null 99.5% SNR POT
Low RMA 0.14 (0.54) 0.47 1.46 0.30 0.01
  fRMA 0.20 (0.48) 0.40 1.24 0.50 0.02
Medium RMA 0.69 (0.55) 0.39 1.26 1.77 0.15
  fRMA 0.75 (0.49) 0.34 1.11 2.21 0.23
High RMA 0.61 (0.42) 0.33 0.99 1.85 0.18
  fRMA 0.60 (0.36) 0.28 0.86 2.14 0.23
  1. Comparison of RMA and fRMA trained on the modified spike-in data. For three intensity strata, we report assessments of accuracy (column 1), precision (columns 2 & 3), and overall performance (columns 4 & 5).