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Words may be more precise denominators of meaning than abstract images, but for Mr. Wilson all pictures tell a story.
An additional potential limitation of the present study of the VAERS database is that VAERS may have shortcomings, such as underreporting, difficulty in determining causal relationship, and a lack of precise denominators.
The VAERS Working Group notes that VAERS is simple to use, flexible by design, and the data are available in a timely fashion, but it also warns that the potential limitations may include systematic error due to underreporting, erroneous reporting, frequent multiple exposures, multiple outcomes, and lack of precise denominators.
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For example, when a researcher had more experience, the flow of communication tended to improve, and definitions could rely on a more technical language rather than less precise common denominators.
Ratios greater than unity indicate that the numerator analysis has a larger standard error (i.e. is less precise) than the denominator analysis.
Hence, an accurate measure of incidence, whether incidence proportion or incidence rate, requires a precise definition of the denominator.
The precise structure of the denominator term depends on the number and type of involved modulators, such as inhibitors or stimulators, as well as the number of reactants and products.
Review the instructions for monomial and binomial denominators for more precise details about the method needed for each.
Furthermore, the list system makes a precise determination of the epidemiological denominator possible [ 3, 4].
Where detailed datasets are available with complete and accurate birthweight and gestational age data (for example in higher or middle income settings), these will be analysed to test and compare the simplified per 100 or per 1000 live births denominator to a more precise indicator option to ascertain correlation between risk and the more precise indicator, and sensitivity to change over time.
This approach captures denominator data and generates more precise estimates of market size while allowing for stratification according to important clinical variables such as age of the baby.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com