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Our findings were similar regardless of whether we considered summary measures of all symptoms, individual symptoms, or symptom groups defined a priori.
We simulated 10,000 independent replicates of each of the four models, and considered summary statistics in each replicate and then averaged them across the 10,000 replicates.
A few recent papers have considered summary statistic selection from the viewpoint of aiming for better inference or better approximation to the full posterior probability [ 18– 218.
We also considered summary risk of bias in determining the strength of inferences drawn from the results of the data synthesis and in developing conclusions and recommendations concerning the design and conduct of future research.
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Given the wide variability of texts that can be considered summaries of research interests, we have not attempted to characterize the performance of our method on such data.
The GCI only considers summary statistics of the effects of genetic variation and hence does not require the results of large-scale studies simultaneously assessing multiple risk factors.
To remove the dependency within the repeated measures of each intermediate risk factor, we consider summary statistics that best capture the information contained in the repeated measures.
Unlike our team's ratings that only considered the summary of each paper presented in the abstract, the scientists considered the entire paper in the self-ratings.
A spokesman for the JCVI told the BBC: "JCVI considered a summary of evidence, provided by Public Health England, which indicated that morbidly obese people are at an increased risk of complications and mortality from influenza, relative to healthy individuals, and additional evidence suggesting that such individuals respond well to vaccine.
Table 1 Number of surveys considered and summary statistics for the perception of security, where a value closer to 0 means that in terms of crime people feel more secure and a value closer to 1 means that people tend to feel less secure Year Surveys considered Perception of security Mean Min Max Std.
As an alternative, overall scores may be considered as summary scores of quality of care.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com