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These figures show that the overhead introduced by data encryption is relatively small and should be acceptable for most applications.
To assess the presence of bias introduced by data normalization, log2 ratios for each matched cell line and xenograft pair were calculated for 56 miRNAs that were assayed and detected by qPCR.
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In order to minimize random variations introduced by data-partitioning, we independently ran the cross-validation process 20 times, and averaged the results of these trials.
Such dependency could therefore only be introduced by the data quality or data coverage.
For video, these parameters were the type of video codec (H.264 codec taken from [42]), the video encoding bit rate (Br), and information loss introduced by dropping data packets of streamed video with a fixed packet loss (Pl) rate.
The existence of accurate and efficient computational tools has shown an even greater impact on metagenomic studies when compared with traditional genomic projects, due not only to the large amount of data, but also to the new complexity introduced by this data.
It acknowledges the uncertainty introduced by missing data and therefore gives investigators an added incentive to minimise the extent of missing data.
Interference effects introduced by acquiring data from the two modalities simultaneously are small and non-significant.
We will examine the differences between the images produced by these two programs in order to establish the error introduced by the data format conversion.
Phantom experiments showed that possible interference effects introduced by acquiring data from the two modalities simultaneously are small and non-significant.
There is also a possible bias introduced by missing data.
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