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On the other side, the collected data may contain sensitive information, which makes extremely important to take sufficient precautions during data transformation and storing.
Expression levels for the specific gene in all other samples, irrespective of horse and time for sampling, were then calculated relative to this sample during data transformation from Cq (log2) to relative quantities (RQ) (relative fold change, linear scale).
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First, a temporary list newList is created to store migrated data during the data transformation process (Line 1).
It is also possible that the candidates proposed by RefGenes are biased by the inherent nature of microarray data as compared to RT-qPCR data, or by data transformation procedures during normalization.
The analysis was performed in both MNI space and the subject's OIS, due to potential concerns regarding the correctness of the measurements after data transformation and interpolation during the spatial normalization procedure.
It applies g-log transform (generalised log transformation) for data transformation to stabilise variance [ 18, 19].
Data transformation 3.
Data ingestion with data transformation and without data transformation.
(a) Before data transformation and (b) after log data transformation.
Both, data transformation and rendering algorithm, are closely intervened by taking compression errors into account during rendering.
Intermediate data transformation using a MapReduce job.
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