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In addition, a fault isolation algorithm based on missing data analysis is designed for EMVU to identify the variables contributing most to the faults.
The frameworks for integrating multi-source data as single-source data including missing values [16, 17] are based on missing data problems and multiple imputation proposed by Rubin [18], which is the framework for the analysis of incomplete data in observational study.
N's vary between 210 and 225 based on missing data.
Therefore, we did not delete any complete nurse cases based on missing data.
Claims of cost-effectiveness were based on missing data, 24 were not statistically significant 8 or subject to outcome bias.
Thirteen subjects were excluded based on missing data on more than 3 variables in general information questionnaire or due to missing data in DRM-52 Scale.
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Thus, the results gave support for the pre-assumption that individuals with a subjective experience of cancer that has not been a provisional diagnosis nor has been based on missing or invalid registry data may conceal severe psychological distress.
The small number and size of the included studies, as well as significant differences of the baseline levels of specific outcomes between intervention and control arms in parallel studies, the missing report of a paired t test in crossover studies, and a variety of studies based on missing or poorly reported data present further weaknesses of the review.
Based on the missing data analysis a full case analysis was performed [ 59– 61].
Evaluating patient eligibility based on partly missing data risks missing eligible patients and the introduction of selection errors if the distribution of missing data is not completely random.
Over one half of the respondents said that their community could do something about violence against women (unweighted 56.2% based on 10466/18617, missing data 2017/20639 or 9.7%).
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CEO of Professional Science Editing for Scientists @ prosciediting.com