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A robust differentiation between several speakers has to be achieved.
The primary aim of this work is to provide quantitative peak-level interpretation beyond target biomarkers, with the end goal of robust differentiation between petroleum sources that share regional commonalities, and therefore, have highly correlated (GCtimes GC) fingerprints.
In summary, PCA enables statistical distinction between two (GCtimes GC) separations which have been extracted from geologically unrelated sources far apart from each other, but falls short of robust differentiation between strongly correlated sources located within the same region.
Comparison of the observed SALI values to SALI values computed from a single randomization would not allow a robust differentiation between observed and random values (i.e., a single iteration could appear to be very similar to the observed SALI values, though highly unlikely).
Contrary to DWI and DTI, DSCI has been shown to provide a robust differentiation between LGG and HGG.
Earlier studies, partly using different call properties than we did, have already shown a robust differentiation between diploid P. esculentus and its parental species [ 12].
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We observed robust differentiation of circulating lamellocytes 36 and 48 hours after infestation (Fig. 6C, D).
The MSCs used in this study showed robust differentiation on all substrates.
The most robust differentiation for survival was found at a PI cut-off of 50%.
These results imply that sphere-forming DPCs likely have more robust differentiation potential than total DPCs.
The especially robust differential gene expression between the PND 0 and PND 3 time point is consistent with previous studies identifying this interval as a key interval for alveolar macrophage differentiation [ 39].
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