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There is no empiricism in Big Data.Much harm is being done by people asserting causality as a consequence of data analysis.
In this situation, model changes are assumed to be a consequence of data modifications.
More on-device AI could result in better data protection and improved battery performance, in its view — as a consequence of data being processed and stored locally.
Thus, the estimation method chosen is mainly a consequence of data availability and of the expectations regarding the spatial effects of dependent variables (Mur, [2013]).
It was left to everyone else at the conference to discuss the hollowing out of democratic institutions, societal norms, humans interactions and so on — as a consequence of data (and market capital) being concentrated in the hands of the ridiculously powerful few.
As a consequence of data characteristic we performed non-parametric analyses.
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Certain targeted regions had variable coverage only as a consequence of input data since aggregate data met the genotyping threshold of ≥ 20x coverage.
A problem related to the lack of data is the potential presence of small disjuncts [3, 35] in the data associated with each Map, also as a consequence of the data division process.
Temperature data were missing for 9 days, as a consequence of the data logger being accidentally removed from the refrigerator.
While these tools provide a safe approach, they are overly conservative, which is mostly a consequence of disregarding data in the reconstruction process.
We abstracted the hospitalized juniors from analysis procedures due to problematic evaluation of primary reasons to hospitalize a patient as a consequence of necessary data absence.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com