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Filters and rules of validation will be used to avoid errors and to ensure good quality data.
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Rules for validation were established and translated into prototype implementations with the aid of literature.
> Both those LSDBs which catalog very rare or even unique changes relating to serious disease and those that deal with common variants of small individual effect should adhere to stringent rules of data standardization, validation, quantification, and transparency of sources, as described by participants at the HVP planning meeting [Kaput et al., 2009].
The projects' data were also validated using a "set of validation rules" to ensure that attribute and spatial data were consistent across all records in the databases.
The initial set of validation rules consisted of those presented in Day et al. 2012 and the structure depiction rules found in the Substance Registry System document issued by the Food and Drug Administration [22].
A set of validation rules is proposed for application to single geometric objects, to the relationship of objects on a single survey plan, and to objects that are independently defined on separate plans.
A number of validation rules have been implemented in the tool.
A set of validation rules is applied to all Scottish morbidity records both locally, before submission to Information Services Division, and again once each record has been submitted.
To justify the choice of the bootstrap method for selecting the optimal smoothing parameter, we have presented the integrated squared error as a function of the smoothing parameter h. Figure 2 shows the obtained results with bootstrap, cross-validation, and rule-of-thumb methods.
To ensure the most stringent form of validation, the rule will be validated in data from the third hospital, the non-teaching hospital.
Rules describing validation of SBGN-ML are simpler and more concise than they would be if they were encoded on top of an existing format.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com