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Whether the molecule or the name should be trusted preferentially, and if there are conflicts within either of these, which source has precedence, means that each data collection needs a complex and elaborate policy for judging data quality.
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All of our indicators, except for average daily traffic count, come from publicly available national databases; we judge data availability for the same or similar indicators to be high.
Is all information on the nature and/or physicochemical properties of the test item given, which you deem indispensable for judging the data?
There is no comparable trove of public data for judging and comparing colleges.
One study also considered the societal perspective; however, credible data for judging lifetime productivity gains and losses is often unavailable especially in developing countries.
However, it has to be noted that for tissue imaging in contrast to other mass spectrometric profiling techniques, the histology of the underlying samples can provide a measure for judging the effects of data treatment such as normalization.
Data quality does not exist in a vacuum, a reviewer needs to know in what context a data set is to be used in order to establish a relevant yardstick for judging whether or not the data is acceptable.
Following guidelines written by the Bush administration, government agencies are creating procedures for judging the quality of the data they use -- whether generated within the government or by university scientists, hospital researchers, companies or private groups.
Because the dynamics of the germline population are properties of the germline and thus should be more or less independent of types of mutations, one uses as much data as possible for judging its goodness of fit.
Microarray analyses provide a data-driven approach for judging which pathways serve as "hubs" that connect the diverse processes modulated by CR and aging, and this can lead to the construction of large gene interaction networks, with scope substantially greater than those generated by standard methods.
Currently, genome-based phylogeny provides the only means for judging the taxonomic placement of genomes without phenotyping data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com