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Studies published in non-English languages are systematically missing in systematic reviews of growth and quality of economic evaluations of health care.
The value of data collected from relatives is emphasized in this context, as they permit identification of models normally compromised because data on, e.g., substance dependence symptoms, are systematically missing in those who have not initiated use of the substance in question.
The Myocardial Ischaemia National Audit Project does not record data for patients who die before they reach hospital, and so these cases are systematically missing in our ascertainment of incident myocardial infarction.
When participation in biology classes is skewed toward males, females are systematically missing out on valuable practice that may lead to benefits such as achievement and/or retention in STEM.
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Genes that harbour no such mutations, but that play key roles in parts of the biological network that lead to disease, are systematically missed by this class of approaches.
The last SAAPPQ-question "In general, I like drinkers" was systematically missing and caused a missing value, concerning 67 GPs.
Possibly, the missing values in the original dataset were systematically missing values.
40 As non-collected data will be systematically missing in that specific study, we have chosen the conventional approach of multiple imputation within studies only.
We considered multiple imputation of data but rejected it because the main parameters were systematically missing for all non-participants and not scattered throughout the dataset.
Individuals with diabetes are more likely to die at younger ages compared with their counterparts without diabetes and may be systematically missing from this study of older adults (survival bias).
For unbiasedness, imputation of X mis relied on the missing-completely-at-random (MCAR) assumption, stating that missingness occurred at random, with no factor causing SNP genotypes to be systematically missing (Rubin and Little 2002).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com