Research Article

The Impact of Normalization Methods on RNA-Seq Data Analysis

Table 7

Summary of comparison results for the five normalization methods under consideration. The final rank is based on the bias and variance values, the prediction errors, sensitivity, specificity values, and the number of common DEGs for AML data.

ā€‰TMMUQDESEBSPS

Bias5.04.01.03.02.0
Variance5.04.01.03.02.0
Sensitivity5.03.04.01.02.0
Specificity1.53.01.55.04.0
Prediction errors5.04.03.02.01.0
Common DEGs5.02.01.04.03.0