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The computer program was written to filter out improbable data and so missed the dramatic change in the atmosphere until the glitch in the program was eliminated.
These procedures are highly efficient in detecting linear trends and improbable data segments [29].
Anonymization precludes any additional linkage or clarification of improbable data and is, therefore, not ideal in registry-based research.
Automated data checking will be used to identify outliers and improbable data, and if data quality appears to be poor as a result of automated procedures, site data verification may be considered in a subset of centres.
After excluding women (n = 955) with missing or improbable data for key variables (placental weight, birth weight or baby gender), a final study population of 12,740 women were available for analysis.
Similar(55)
It seems unlikely that the lack of modules could account for our findings, because it is improbable that module data missingness differed between controls and cases in an exposure-dependent manner.
Even so, regular readers will meet old friends: nutritionists who claim slender evidence or even non-existent data for improbable miracle diets; fraudsters, charlatans and dangerous deceivers who propagate harmful medical claims; and of course the homeopaths who peddle pure water as a palliative for conditions that will get better anyway or (sadly) will probably get more painful.
Prior to analysis, all missing data and improbable values will be checked against source data.
The distribution of values was examined, missing data and improbable values were identified, and the data were corrected wherever possible or eliminated from the analysis.
Although Sp and Se are unknown in these data, the improbable expected results when either or both values are low suggest that both parameters are likely to be somewhat higher than 0.8.
A total of 25,505 women completed the OGTT: 746 (2.9%) were excluded because of glucose unblinding, 1,412 (5.5%) were excluded primarily because they had undergone glucose testing or delivery outside the context of the HAPO Study, and 31 (0.1%) were excluded owing to missing key data or improbable results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com