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Modles estimated used multiple imputation to allow for missing data showed substantially the same results as those estimated using complete case data.
The Cox models with imputed missing data showed a significant effect for FFP transfusion and platelets transfusion, suggesting that missing data did not influence results.
However, a comparison of the sociodemographic distribution among those missing and not missing data showed that our analytic sample is very similar to those missing data.
The alignment of these sequences, eliminating every gap and missing data, showed an identity ranging from 100 to 99.2% between them, with a number of differences ranging from 0 to 3 on a total of 353 positions considered.
Little's test of missing data showed that the missing data were MCAR (p = 0.173).
An analysis of the missing data showed that no item had more than 2% missing values (range 0 1.8%).
Similar(50)
The response rates and the low levels of missing data show that both versions of the NFAS are acceptable to the population.
Both masking and model-based approaches to missing data show potential for improving the accuracy of the trees obtained from gappy alignments.
Based on efforts to reduce attrition and missing data shown to be effective in our previous intervention work [ 20], and employed in this study, we expect to have an 80% retention rate of participation over the course of the study period.
The imputation of extreme value missing data shows that -except for EM_array- the effectiveness of all the methods is affected.
Prior to study analyses, a comparison of the study population missing specific data elements versus those not missing each element was conducted, and analyses of patients with missing versus non-missing data showed no systematic differences.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com