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To prevent the loss of zero values, 0.001 was added to zero before the data transformation.
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(a) Before data transformation and (b) after log data transformation.
Careful attention should be given to graphical presentation of the data before calculating MDs, and data transformation should be considered when systematic relationships exist (Bland and Altman, 1986).
These appliances will perform protocol translation and data transformation before moving the data to the public cloud.
When ANOVA required data transformation, the data presented in Figures and Tables were after transformation.
Otherwise, data transformation before model fitting will be considered.
When data messages are consumed from a data transport layer and written into storage, there will most likely be some sort of data transformation carried out before storage in the storage layer.
High correlation among the neighboring pixels, both spectrally and spatially in a multispectral image makes it indispensable to use relevant data transformation approaches, before performing image fusion.
A log base 2 transformation was applied before the data were quantile normalized.
The frequency distribution for most fiber traits fitted a normal distribution (not shown) and no data transformation was made before QTL analysis.
But, as noted before, the second approach added complexity to the storage layer, as it required a chain of actions for data transformation.
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