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Researchers interested in documenting historical trends are often stymied when early data are in analog formats not conducive to data analysis.
A collaborative activity mirroring food preparation provided a focus for talk and created an environment conducive to data collection.
These meetings serve to keep members up to date on current project development within caBIG™, encourage the development of data standards and help to create a climate conducive to data sharing and cooperation.
18 The current measure was piloted and tested with 42 students in two secondary schools to ensure that question format, wording, and layout were straight forward, age appropriate and conducive to data collection in the Irish context.
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In contrast, the default structure of CHW cooperative meetings was not conducive to anything beyond data aggregation.
The studies reported here all have been conducted in EDs, rather than in trauma centers that generally treat the most serious injury cases and, consequently, are less conducive to the detailed data collection effort required in studies of alcohol and injury, unless the patient is admitted to the hospital.
The pulses occur randomly with Poisson statistics, yielding a diverse yet well-controlled stimulus set, making the data conducive to a variety of computational approaches.
If the required changes are conducive to improved systematization the data count in favor of it.
While it is clear that laboratory experiments are a beneficial tool for teaching science (Olson and Loucks-Horsley, 2000; Gibson and Chase, 2002), it is apparent that the way this experiment was presented was not conducive to teaching skills in data analysis.
The 'short-and-wide' structure of the data with the number of variables far exceeding the number of samples makes the data less conducive to the classical univariate statistical methods like t-tests because multiple independent hypotheses testing done in parallel across all the variables can result in a large number of false positives.
Obtaining behavioral phenotypes presents challenges inherent in quantifying behaviors, but certain steps can be taken in the design of phenotypic protocols to ensure that phenotypic data are conducive to quantitative genetic analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com