Sentence examples for imputation also from inspiring English sources

The nested imputation also allows for different missing value mechanisms, for example, MCAR and MAR (Harel & Schafer [2003]).

Sensitivity analyses in which we tested MMRM models for the effect of treatment on PROs over time (i.e., results presented in Tables 2, 3, 4 and 5) when using datasets produced by multiple imputation also yielded findings (data not shown) much like those observed in the primary analysis.

Moreover, multiple imputation also has assumptions and limitations.

Individual mean imputation also continues to perform reasonably well.

The method of multiple imputation also assumes that data were missing at random.

The use of imputation also enabled up to an additional 349 children to be included in prevalence figures, increasing robustness.

The British and Italian imputations also showed a significant improvement when imputing rare variants, from 0.58 to 0.65 (P=3.70E-35) and from 0.43 to 0.47 (P=2.64E-13), respectively.

All imputations also used LVEF from ultrasound measurements in addition to the variables in the model.

Besides cattle, genotype imputation has also been investigated in pig [ 15], sheep [ 12] and horse [ 7].

Besides being useful for reducing costs of genotyping by imputing high-density panels on animals genotyped with low-density panels, imputation can also be used to achieve an extra increase in accuracy of genomic predictions by enlarging the training set with completely un-genotyped dams.

(No significant differences were observed between output using 16 and 64 imputations, and mapping results omitting imputation are also quite similar).