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All FFQs with missing values will be checked and corrected for any data errors.
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For all data errors, the data entry operators should not make unilateral decisions on correcting the errors.
Initially, summary statistics by level and week of CDCO supplementation were computed to give means, standard deviations standard error, variance, minimum and maximum values that were scrutinised for any data entry errors.
Stringent data monitoring included individual checking of all data for each participant (including checking for any data entry errors in the lifestyle questionnaire) and using a customised software program to detect any systematic data entry errors.
Shea Addison (SA) will cross check all the pathology data for any data entry errors.
For all data error bars indicate s.d.
Standard diagnostic checks of model fit and residuals were made routinely, and data points with large residuals and/or high influence were investigated for data errors (but we did not exclude any subjects, because all corrected values were considered plausible).
This has the neat side-effect of also handing off liability for data errors.
The sample is then checked for data errors and invalid observations.
Residuals exceeding three standard deviations were checked for data errors.
Primary among these is the potential for data errors in various measurements including birth weight and menstrual-based gestational age.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com