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Therefore, the two factors, sampling rate S and candidate ratio CR, will determine the complexity of the proposed SSS approach.
The results of volatile analysis are influenced by abiotic factors, sampling technique, and analytical setup.
Third, apart from the general response to the factors sampling site and leave age, patterns in community structure between samples, i.e. the pairwise similarity between samples, correlated strongly between the bacterial and eukaryotic data sets (Mantel test, r = 0.64, P < 0.05).
A large group of DE genes were common between the three studies and were determined to be unaffected by E. coli strain, dose, cow factors, sampling method and gene expression analysis ([Additional file 4: Supplemental Figure S1], [Additional file 5: Supplemental Table S4]).
Overall, approximately half of the observed variance in the evolution rates seems to result from purely technical factors (sampling deviation and distance calculation errors), limiting our ability to detect deviating groups of genes even when the nontechnical component of the deviation is caused by the same biological factors.
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The third approach, which is used in this work, is to run the detailed model using specific combinations of factors sampled by experimental design and then fit a proxy response surface to the factor space (Ansari 2016).
Finally, we fitted a distribution to the extrapolation factors, sampled a large number of extrapolation factors from that distribution and predicted the time course of toxic effects with the TKTD model for each of these extrapolation factors.
For this application, the crossover fraction was set to 0.7 and the mutation factor sampled from a uniform distribution in (0.5, 1) every generation.
Table 3 Utility function values of bottom factors Sample no.
This systematic background is most likely due to a variety of factors: sample drift, astigmatism, misalignment, having the sample slight off-axis, and residual scanning distortions.
Secondly, for three remaining inexplicit factors, sample temperature, pH and %NaCl, a face-centered cube central composite design was performed and a response surface equation was derived.
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