Sentence examples for to the imputation from inspiring English sources

While we saw evidence of some bias and under-coverage of the complete data estimate when estimating the marginal mean from some of the imputation approaches, estimating an association was more robust to the imputation approach used, particularly when data were imputed on the raw scale.

Thanks to the imputation process in MDT systems, the likelihood of the ground truth hypothesis will not deteriorate.

To further gauge the robustness of our findings with regard to the imputation strategy as such, we restrict our sample to years for which information on both of our main variables exists.

This is something Poe called "copyism" in 1836 -- "Without subjecting the [writer under review, Sir Francis Head] to the imputation of copyism, one may describe the manner as being an agreeable mixture of Charles Lamb's and Washington Irving's".

The complementary approach of multiple imputation can then be applied to assess uncertainty due to the imputation process.

This may be due to a greater sensitivity of the REG test, owing to the fact that it incorporates the uncertainty due to the imputation of haplotypes.

Thus, it is possible to narrow the imputation to values of the observed data within the corresponding Place.

In the instrumental-variable models, however, there is no straightforward way to add the imputation error to the variance estimator allowing the computation of correct standard errors.

This indeed hints to the possibility to enhance the imputation accuracy via an optimal composition of the reference population.

Rubin's rules were applied to the imputation-specific performance measures in our "pooled performance" approach.

Results from complete-case analyses were generally similar to the imputation-based analyses presented above (See Additional files 2, 3 and 4).