The apparent benefit of imputation using truncated normal regression is that the restriction of the range is specified within the imputation procedure, so there are no post-imputation adjustments made to the imputed data values, unlike the post-imputation rounding procedure.
The data on financial programming and disbursements enabled rational estimates to be made for the imputed percentages on ODA.
It would not be desirable to impute 50% of the data as this would make the imputation highly unreliable.
Clinton's] first steps in the Senate will be; anyone who says he does, based on her past performance, makes the mistake of imputing her acts to character rather than to situation.
In addition to making runs using the imputed CO values provided to us, we also made runs using one set of CO values we imputed for nondetects.
We then used the imputed data to make clinical outcome predictions with the published models, and the results were compared with the predictions made using the complete test data with no missing data.
For another sensitivity analysis, we repeated the main analysis using imputed missing data with chained equations (mice) and then recalculated our estimates on the imputed data sets making the assumption that the data are missing at random 26 and thus, generated 100 complete data sets.
The report makes the following recommendations: That countries and EU institutions stop inflating aid, and exclude inflated aid items from ODA reporting: refugee costs, imputed student costs, tied aid, interest on loans and debt relief.
Unknown genotypes can be made known (imputed) from observed genotypes at the same or nearby loci of relatives using pedigree haplotyping or from matching allele patterns (regardless of pedigree) using population haplotyping.
Missing outcome data will not be imputed, as it is difficult to make assumptions about the missingness of supermarket till receipt data, or the direction of the imputed values.
