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In the soil sample, the order of metals in terms of highest concentration as recorded were Fe > Cu > Zn > Pb > Cd (Fig. 5).
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For each sample, the orders of all raw reads were randomized with the randomize.cpp program and processed with a modified version of the filter_illumina.cpp program in the Agalma transcriptome package (https://github.com/caseywdunn/agalma).
In plant samples, the order of abundance of major elements was Ti > Ca > Mg > K.
Most of the plotted points for 64 pools are masked by, or very close to those from individual samples (the order of plotting was from the smallest to the largest number of pools).
The CFA requires a sample in the order of 5 10 times more than EFA [ 32], which was beyond the scope of this study.
Each sample requires the order of O(1) to count each of the 9 genotype and the order of O mw) for steps 1 and 2. Hence, the total complexity of the algorithm is O mw + n).
Time domain operations for a 2-band cyclic filter bank are cyclic convolution, up-sampling, and down-sampling by the order of two.
Both of these approaches are labor-intensive and, therefore, can only be done on a limited number of samples (in the order of hundreds of samples a day).
The corresponding curves for the other samples lay in between these two samples, in the order of their MBA content.
Moreover, most of these miRNAs are only modestly dysregulated in the AC samples, on the order of 2- to 4-fold which may not be significant in these samples.
Our bipolar disorder sample is large but for the effect sizes observed, it is desirable to have access to substantially larger samples, of the order of 10s of 1000s rather than 1000s.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com