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An experimental application example of a database with missing data related to an accident that occurred in the BP Texas city refinery illustrates the effectiveness of the method.
Attempts within the current sample to quantify sleep quantity and quality using objective actigraphy before and after treatment were regrettably unsuccessful because of missing data related to poor adherence with wearing the actigraph units at one or both measurement time points.
However, missing data related to opting out is considered a minor issue (personal communication).
Because of missing data related to the studied variables, a total of 3210 students were included in the study analyses.
After checking the data and repeated queries to the study sites, the missing data related to RBC transfusions constituted <1%.
Missing data related to prostate cancer or both PA and prostate cancer may lead to biased estimates (Demissie et al, 2003).
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There was a proportion of missing data relating to resource use and other patient variables.
We shall adopt a consistent approach to missing data relating to effectiveness and cost-effectiveness except where individual outcome measures require variation in that approach.
After data cleaning and removal of two cases with substantial missing data relating to clinical diagnosis, 183 patients were included in binary regression analyses aimed at identifying the diagnostic factors predicting symptoms.
Missing data relating to referral by day and time of day (6.43%; N=90 952), age and gender (7.29%; N=103 246), and deprivation and gender (7.75%; 109 696) was markedly less than 10%.
Although the age distribution between missing and non-missing data related to women's variables was similar, we found a moderately lower false-positive risk for all procedures and a moderately higher false-positive risk for invasive procedures in missing data.
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