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For very small amounts of missing data, this action may be justified, because omitting a few missings in a large data set is unlikely to affect the results of the study (Schafer 1997).
Finally, although mortality was similar across most variables with missing data, this was not true of driver impairment where drivers with missing information tended to be driving older passengers.
Despite the need to make assumptions about missing data, this description is consistent with those presented in previous observational studies in terms of attack rates and case fatality ratios [19] [24].
In both scenarios, "u" was recorded as missing data; this included unclear or ambiguous bands.
Due to missing data this reduced the number of subjects in the final model to 2,814.
To control for missing data, this analysis was limited to sequences whose length is at least 65% of the reference sequence.
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This would be important to understand whether the missing data for this variable confounded the relation of neighbourhood income quintiles with our outcomes.
This was particularly true for the blank or vacant stare sign, where missing data on this sign was common.
Unavailable weak classifiers are seen as missing data, and this fact is incorporated in the cascade structure.
These differences in participation rates indicate that the missing data in this study, and likely in any study using low-stakes assessments, are not missing at random.
So, the countries that had more than one missing data within this range of years for any of our variables were eliminated.
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