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By averaging a set of replicate measurements, the signal-to-noise ratio, S/N, will be increased [16].
This validation test included a set of replicate RNA from the microarrays plus six independent biological replicates.
To correct the potential bias resulting from this complex survey design, Statistics Canada recommends a bootstrap procedure using a set of replicate weights that they supply.
For example, consider one set of replicate spots with an average intensity of 128 (2) in one channel and 16384 (2) in the other channel compared to a set of replicate spots with an average intensity of 1024 (2) in one channel and 2048 (2) in the other channel (Fig. 2).
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FT-Linda assumes a set of replicated tuple spaces interconnected by a network supporting total order broadcast [30].
Scatter plots of the log2 expression measures between a set of replicates processed with different methods and Pearson correlation coefficients were prepared using Excel 2003 (Microsoft, Redmond, WA).
Of the 1,418,400 expression values measured in this experiment, 4489 (0.32%) were excluded as single outliers, and 1586 (0.11%) were excluded as a set of two outlying values in a set of replicates.
For each biological replicate of F cybrids, we define a relative average transcriptogram,, as the mean over the technical replicates divided by the average over all F cybrid transcriptograms, that is 6 The standard deviations considering a set of technical replicates for each biological replicate is represented in Figure 4D as the colored region following each line.
A set of six replicate race-tube cultures was used for each strain and T cycle.
A large data set with 1 million simulated evolutionary dynamics is produced, each with a set of 100 replicate populations evolving under a specific combination of parameters U, α, and β.
Finally, technical replicates showing ≥5% absolute difference from the median value of a set of technical replicates were set to missing and only samples with at least two successful technical replicates were analyzed [ 18].
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