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Including auxiliary variables to assist imputation of substantial amounts of missing data reduces bias.
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In case of substantial missing data in predictor variables leading to power loss in the multivariable analysis, the technique of multiple imputation for dealing with missing data will be applied.
Imputation of 47% of cotinine concentrations placed substantial limits on linear analyses compared to the Scottish study, in which only a quarter of cases were imputed.
No definition of "substantial".
Delta Warns Of Substantial Losses.
For imputation from 50 k to 300 k, adding genotyped parents and grandparents into the reference group with or without pedigree information (scenarios G and H) did not result in a substantial gain in accuracy of imputation of rare alleles.
We subjected any imputation of missing data for the primary outcomes to sensitivity analyses; any substantial difference in the imputed ITT analyses compared to available data analyses was incorporated in the interpretation of the study findings and the discussion.
We addressed this issue through sensitivity analyses after multiple imputation of missing data which suggested that attrition had not introduced any substantial bias; nevertheless, we cannot exclude the possibility of such bias.
(Anti-Iraq-war Anti-Iraq-war Anti-Iraq-war Anti-Iraq-war Russiaation of Anglophonearnsemony).
To ignore it, or to be asexual, without consequent social opprobrium or imputation of deficiency.
The OTU table was used as the input file for metagenome imputation of individual sediment samples.
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