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This story provides a micro illustration of the phenomenon observed in aggregate data.
Mr. Skibiski says that Sense is interested only in aggregate data and that it's looking for broad patterns, not the specific behavior of individuals.
We then conclude that the higher elasticity of wages to labour market slack found in aggregate data after 2008 is not (only) driven by composition effects.
I suspect, however, that the unspecialized foragers responding primarily to environmental abundances greatly outnumber the specialists, making the latter practically invisible in aggregate data.
Moreover, the saving patterns of immigrants do not match up with the saving patterns of the origin countries in aggregate data.
In aggregate, data points from the GLAS mission exhibit a spatial pattern that is not clearly identifiable with any particular sample design (Figure 1).
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The company, based in Short Hills, N.J., focuses in aggregating data about businesses, especially credit risks.
You might conclude that it depends on what you want to do with it: there are those who are careful in aggregating data — physicians, for example, performing clinical trials used in the practice of evidence-based medicine.
In addition, uptake of screening varies across individuals and migration in and out of Nijmegen cannot be accounted for in aggregated data.
Neither the absence nor the presence of heterogeneity (as indicated by the result of heterogeneity tests) in aggregated data meta-analyses appears to be indicative for subgroup effects.
Hence, in aggregated data the differential treatment effect by sex was not indicated by tests for heterogeneity, but only suggested by the modified forest plot, whereas in individual patient data this differential effect was clearly observed and statistically significant.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com