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Considering that we model our system as distributed data stream system, some software components are concerned with communication issues, while other are concerned with processing issues (i.e., the analysis, aggregation and transformation the data stream).
When ANOVA required data transformation, the data presented in Figures and Tables were after transformation.
After square root transformation, the data were analysed in an ANOVA with terms for population, treatment, and their interaction.
After log transformation the data were then quantile normalized [ 164].
After log2 transformation, the data presented normal distribution (Table 1).
After Fourier transformation, the data were phased and subjected to baseline correction.
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After log-transformation, the data became normally distributed, yet no significant differences were observed for natural logarithm (Ln -F-insulin (P = 0.77) or Ln -F-insulin = 0.24) in the two groups, respectiveLn -F-insulin
Data Transformation First, we transformed the data of some columns from type text to appropriate types.
Remarkably, this transformation preserved the data perfectly.
In data transformation schemes, the data points are relocated in the space based on an equation.
Transformation of the data signal of each subcarrier into the frequency domain.
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