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Those collecting or analysing outcomes data ought to be blinded where possible Analysing process data without knowledge of trial outcomes prevents fishing for explanations and biasing interpretations.
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For an overview of the data production process and the main types of possible analyses see, e.g. Rey (2016).
Unrelated to this important but specific research question, the scope of possible analyses is broad because the NEPS data go far beyond any other data source in Germany.
DIVERSITY has been designed for the purpose of managing the diversity of different semantics, but also the diversity of possible analyses based on symbolic execution.
Based on how the syllables are segmented, there are four possible analyses, which I shall refer to as the "CGV" segmentation, the "CV" segmentation, the "finest" segmentation, and the "CVX" segmentation.
The data collected make possible analyses of the hydrologic factors that control recovery and management of the groundwater-supply quality on Roi-Namur and on similar low-lying islands.
But technological progress in genotyping has opened the possibilities towards (hypothesis-generating) genomic screens and novel opportunities to explore polygenetic perspectives, now spanning a wide array of possible analyses falling under the term Genome-Wide Association Study (GWAS).
The single-bacterium detection capability of SERS makes possible analyses directly on clinical specimen instead of pure cultured bacteria.
Where possible, analyses will also be conducted using process evaluation data as predictors of outcomes.
As far as possible, analyses were adjusted for the same factors and the results presented similarly.
Wherever possible, analyses were done using the ungrouped variables to retain optimum information content/power.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com