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Based on this, a satisfactory simulation accuracy can be guaranteed by selecting a small representative point set of the elementary random variables.
The effect of aliasing of the frequency domain approach can effectively reduce by selecting a small sampling interval for the time domain excitation function.
The CUR matrix decomposition and the related Nystrom method build low-rank approximations of data matrices by selecting a small number of representative rows and columns of the data.
We overcame this constraint in two ways; we increased the number of samples by integrating independently generated microarrays that had been designed with the same biological objectives, and reduced the number of genes involved in the classification by selecting a small set of informative genes.
By selecting a small Δx, branches may be approximated by a discretisation using an integer number of edges of length Δx.
The reason for computing a two-stage clustering process relies on the fact that by selecting a small distance parameter in the first stage, interesting information about clusters in the scene can be obtained.
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We down-sampled the sequenced regions by selecting a smaller number of genes to assess the minimal dimension of panel sequencing for tumor heterogeneity measurement (Table S2).
If the interface is slow, due to the number of iterations being plotted being high, the analyst may reduce the number of iterations shown in the chain plot (C) by selecting a smaller number of iterations in the drop-down box under (C).
Secondly, a pilot study was conducted by the selecting a small sample of health care professionals (n = 12) who gave their opinions on making the questionnaire simpler and shorter.
In BDB−, we initialize the set of control points, denoted as Ω, by randomly selecting a small set of pixel locations (e.g. 50) from W. We then compute the minimum spanning tree (MST) of the complete graph of the selected points where each edge is weighted with the distance between the points.
The task of selecting applicants who wish to become doctors is "a complex problem encumbered by inherent uncertainty" [ 1], and "daunting... selecting a small number of applicants who are most likely to succeed in medical school from a large pool of seemingly suitable applicants"[ 2].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com