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Generally, multiple routes for a given source terminal pair exist in a data network and the best possible route based on network metrics like hop-count, delay, traffic, queue, etc. is selected by a routing algorithm.
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Assume n points exist in a multidimensional data space with a probability of ½.
M1a and M2a explicitly model a class of purely neutral sites (ω = 1) although it might not exist in a given data set; in which case sites having ω = 1 could reflect an artefact of averaging over sites subject to moderate positive selection and other sites subject to purifying selection.
Data imbalance problems exist in a broad range of experimental data and have captured the attention of researchers [ 2, 3].
The data exist in a world almost without links.
As companies create various data repositories, it becomes more challenging for interested parties such as analysts and data scientists to understand what data sources exist in a large organization.
For example, split decomposition [ 32] with spectral analysis [ 33] has been utilized to plot split graphs to show where conflicting signal exists in a molecular data set [ 10, 34- 38], and Relative Apparent Synapomorphy Analysis (RASA [ 39, 40]) has been developed to detect problematic long branches by examining the taxon-variance plot of a molecular data set [ 41- 49].
Contradictory data can exist in a single source dataset in instances where there are systematic errors, arbitrary errors or different value representations [5, 6].
For some lincRNAs, even just a few or a single transcript exist in a cell, determined by RNA-Seq data [ 10].
But conflicting data also exist: in a cohort of 17 592 Japanese between 40 and 65 years of age, investigators observed that dietary magnesium intake was inversely associated with diabetes incidence in both genders [ 28].
And this data does not exist in a vacuum.
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