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While two different datasets may claim to represent the same biological phenotype, they often contain different molecular subtypes or biased representations and samplings with different dynamic ranges, measurement biases, probe efficiencies etc.
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The simulation study was designed to repeatedly generate estimates on sampling errors with different combinations of design alternatives, samples sizes and costs.
Over 95% of the proposed genes are recovered when our method is used with different samplings, and the known Wnt/β-catenin genes are always detected as seen in Table 4.
E.g., in the case of two traces with different samplings (as in fig. 4), a slightly warping effect might be noticed at a certain point in their time scales.
Similarly, Cpn60 phylogenies with different taxonomic samplings led to important differences in the phylogenetic relationships amongst anaerobic protists including E. histolytica and two diplomonads (Giardia and Spironucleus) eliminating the possibility of an LGT event between Entamoeba and Giardia lineages[ 2, 17].
In this context, sampling campaigns were arranged with different grinding aids and mixed products then the influences were discussed by considering the changes in production rate, equipment performance, energy consumption, cement quality and clinker saving parameters.
Hence, it largely equalizes sampling variance among proteins with different ERs.
We earlier examined DNA polymorphisms in the non-recombining portion of the Y-chromosome and in the hypervariable region of mitochondrial DNA (mtDNA) in the four main regions of the Country (the same four regions analyzed in the present paper, although with samplings from different states).
The negative control mean was calculated for each accession with different time samplings (15, 30, 45 and 60 DPI).
The negative control mean was calculated for each accession with different time samplings (15, 30, 45 and 60 days post inoculation).
For validation of classification performance, we used the 10-fold cross validation procedure, repeated 100 times with different sub-samplings in order to estimate the mean performance of the signature and the confidence interval (results are expressed as mean±95% confidence interval, approximately corresponding to 2 standard deviations).
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