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Clearly more qualitative observation of variability will inform item construction choices for quantitative measures.
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Compared with the single model, the new ensemble model can provide more robust prediction results and can be considered to be an alternative choice for quantitative analytical applications.
High-vacuum scanning spreading resistance microscopy (HV-SSRM) has established as the method of choice for quantitative 2D-carrier mapping in nanoscale devices during the last decade.
The 2D-DIGE nowadays has the potential power to separate several thousand proteins on a single gel and has become a method of choice for quantitative proteomics [13], [14].
Parametric SRTM2 with the cerebellum as reference tissue is the method of choice for quantitative analysis of [C]PIB PET studies.
Bibliometrics has a long tradition as the preferred method of choice for quantitative assessments of academic research on national, institutional, and individual levels [ 2- 5].
Equally clearly, quantitative methods that yield highly accurate, absolute estimates of their levels would ideally be applied, and currently the method of choice for quantitative proteomics is mass spectrometry, following several purification and separation steps.
As suggested by Shendure [ 32], such approaches may ultimately replace microarrays as the method of choice for quantitative global transcriptome profiling as a basis for genetical genomics or systems genetics approaches.
The high labeling specificity offered by fusion proteins, and the relatively low chance of overcounting caused by repeated imaging of the same fluorophore due to the phenomenon of photoblinking, makes photoactivated localization microscopy (PALM), among the different SMLM techniques, a relatively better choice for quantitative imaging.
This finding is in line with the findings of our previous study [ 6] and that by Yaqub et al. [ 8] who concluded that, although it might not be ideal, SRTM is the method of choice for quantitative analysis of [F]FDDNP data.
Though altmetrics currently share many of the same limitations of citations making them poor choices for a quantitative means for understanding true research impact these drawbacks are not immutable.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com