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Because of the fuzziness of any dichotomous graduate job classifier, the number of occupations crossing the threshold is inevitably somewhat sensitive, both to sampling variation and to choice of clustering technique.
Panels are a sample and sensitive to sampling error, especially for the Internet's fragmented media.
Analyses of the results from the polarization/orientation tests showed that the Raman spectra were sensitive to sample orientation, but the variations were smaller than the differences between the samples (details available from the corresponding author upon request).
However, χ is extremely sensitive to sample size, such that small variations in fit can result in statistically significant and sizable χ.
However, we did find that scoring models for variation were somewhat sensitive to sample size (that is, whether 500 or 1056 responses were used to build the scoring models).
For key concept 1, variation, we found that SIDE scoring model success was not sensitive to sample source.
Results were highly sensitive to sample size.
Both indices are therefore sensitive to sample size.
Results of any sample are subject to sampling variation.
Yet, an overview of the literature reveals subtle limitations and inconsistencies between studies, which has been largely attributed to sample-to-sample variation when testing these exquisitely flow-sensitive materials.
Any sample-to-sample variation between the replicates could then be attributed to the robot.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com