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Nonparametric methods are distribution free and do not make any assumptions of the population from which the samples are drawn.
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DIF methods may be divided into parametric methods, requiring distributional assumptions of a particular model, and non-parametric methods that are distribution-free.
It is also worth noting that both Median and Standard-Vector normalization, as methods for each normalization step, are distribution-free methods; they do not assume Gaussianity or any other kind of probability distribution for the expression levels of genes.
The better methods are those with distributions of R closer to 1. Boxplots represent variability over simulated datasets.
The only difference between the two methods is the distribution that is sampled from and the definition of the coefficients.
To resolve the multiplicity of HIV-1 infection in these cases, the following methods were applied: distribution of individual gag and env distances, shape analysis of highlighter plots, recombination analysis, and estimation of time to MRCA.
On the other hand, whole-distribution methods are threshold-free, as they test gene-sets by comparing their score distribution versus the background distribution.
For ultrawideband (UWB) over fiber applications, several UWB pulses generation and distribution methods are carried out.
Sales teams should strive to ensure that distribution methods are as equitable as possible.
The analytical reliability evaluation methods are proposed for simple distribution system.
We noted that the replica distribution methods are not contradictory for any of the majorities.
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