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2nd Party Data: Want to expand your data pool?
Two patients had incomplete data, which reduced the subject pool to 101.
To address this, studies should include larger samples to reduce random variability and measure common outcomes that permit data pooling.
These retirements further reduced the pool of qualified machinists.
Starting from an initial pool of 2708 potential binding sites, this criterion reduced the data to a 1706 × 1706 matrix of SiteHopper PatchScores.
However, this particular annotation task requires sufficient background knowledge in health data science, which significantly reduces the pool of suitable observers.
Taken together, these data suggest that the predominant effect of loss of palmitoyl-LIMK1 on GFP-actin turnover is to reduce the pool of mobile actin in spines.
The reliability of cytokine comparisons was reduced when the data were pooled from multiple laboratories (log10 SD = 0.04−0.65, detectable fold difference = 1.63−16.37, Table 2) or from multiple biological matrices (log10 SD = 0.07−0.78, detectable fold difference = 1.84−26.07, Table 2).
However, pooling data reduces the number of data points.
The International Children's Accelerometry Database (ICAD) project pooled and reduced raw accelerometer data using standardized methods to create comparable outcome variables across studies.
And that will undoubtedly reduce the talent pool.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com