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In this paper, the design of an output predictor in a system with random scarce sampling is addressed.
However, this could be solely due to very scarce sampling of our data set.
A scarce sampling of the Old World Pomadasys species prevents us to definitively point to a New World origin of the sub-familiy Hamulinae, however our data suggest that this is likely to be the case.
This finding is consistent with previous chloroplast phylogenomic studies with scarce sampling of trebouxiophyceans, wherein the freshwater flagellate Pedinomonas minor was found to be sister to the clade formed by members of the Chlorellales [ 42, 66].
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Current work estimates probabilistic fatigue life efficiently with scarce samples.
To demonstrate the suitability of MMIHC for scarce samples, it was also applied successfully to tissues from needle biopsies.
It is now possible to characterize genome sequences of scarce samples or even single cells.
In fact, sample pooling has been used in a number of -omic studies because it is cost-efficient and suitable for scarce sample models [ 22, 23].
Our manuscript provides details to effectively barcode immune cells, overcoming limitations in current technology and enabling the use of CyTOF with scarce samples (for instance precious clinical samples).
Firstly, a 'large sample of grey wolves' [ 1] for the DNA sequence data is in fact a scarce sample of 28 grey wolves (data set: 4811 bp; Table 2, [ 1]), of which 8 (28.6%) are from Israel.
Given the trend of ever decreasing computation expense, carrying out exhaustive cross-validation is increasingly attractive, particularly when scarce sample data can be used for training as opposed to external testing.
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CEO of Professional Science Editing for Scientists @ prosciediting.com