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Normality of chronometric data was checked through visual inspection of Q-Q plots.
Normal distribution of data was checked through the Shapiro-Wilk test, and since data distribution was found inappropriate for normal distribution, nonparametric tests were chosen.
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Questionnaire data were checked through a series of internal consistency and range checks to identify any illogical responses.
Accuracy of the data was checked in 100% of the cases by the second author after going through each questionnaire and checking all the completed data input.
Genotype data was checked as follows.
Data extraction was checked through parallel double entry with Epidata 3.0.
The accuracy and reliability of the devised multiaxial fatigue assessment technique was checked through several data sets taken from the literature and generated by testing steel and aluminium welded samples under in-phase and out-of-phase biaxial loading.
Chinas collection of forestry statistics uses over 50 000 forestry statistical professionals, with data collected at central and provincial levels, the latter data being checked continually as it moves up through the hierarchy (forestry department, county, province, central).
All study data were checked for errors and implausible values (i.e., caused through typing errors).
Quality of data is checked carefully in the field and at the data entry level through random field visits by supervisors.
BVol% data were checked for outliers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com