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The best data sources have turned out to be classrooms.
When it comes to data, it's important to stay abreast of any developments in data privacy, especially at the state and local levels, and be diligent in capturing the best data sources possible from the get-go, as that will save you money down the road.
For even the best data sources, there are usually limitations on coverage or representativeness.
Ultimately, the best data sources and methods for estimating the number of illnesses, hospitalizations, and deaths attributable to each food commodity may vary by etiologic agent, commodity, point of food chain analyzed, and other factors.
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Currently, NVDRS is the only data source available for multiple states in the U.S. that incorporates death certificate data and rich information from CME and LE records, and therefore is the best data source for this current study.
The panel structure was mainly used to reduce the amount of measurement errors, for instance, by identifying and correcting impossible values for time invariant variables.7 To the extent of my knowledge, this is the best data source from a Latin American Country for this kind of analysis, particularly because it includes short cognitive ability tests.
While US Influenza Virologic Surveillance System provides the best data source for following trends in laboratory-confirmed influenza infections, it is nevertheless a convenience sample of specimens sent to participating laboratories.
These data are very difficult to estimate, with the best data source available being.
The second best data source was image order entries (sensitivity=0.83, specificity=1.00, PPV=1.00, F-measure=0.91).
The estimated health status used was considered the next best data source.
This was the best data source we found in terms of comparability to our study in order to carry out an external validation [ 35].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com