Sentence examples for different imputation from inspiring English sources

Figure 2 shows the histograms of the error (imputed score minus original score) distribution from two different imputation strategies: imputing with BPCAfill or with the average scores of the same algorithm.

Kappa statistic has been widely used by researchers to evaluate the performance of different imputation techniques on imputing missing categorical data [ 28, 29].

Rows 3 to 5 show the number of observations for which union membership status is imputed according to the different imputation strategies in those years for which the SOEP does not provide this information directly.

Prediction differences within GBLUP and RKHS for the different imputation methods were very small.

Imputation quality was influenced by reference panels, and the same reference panel showed different imputation quality when used for imputing different genotype panels.

Differences in the results obtained by different imputation strategies will be reported and discussed.

We imputed the missing data using four different imputation models.

However, for GY under optimum conditions (GY-WW), prediction differences within GBLUPs and RKHSs for the different imputation methods were larger than for GY-SS.

18 In addition to a primary imputed analysis, we did sensitivity analyses on the original data and on imputed data created using different seeds and different imputation models.

Two different imputation methods were applied.

To assess how different imputation methods used to account for missing variance data in primary studies influence tests of heterogeneity and pooled results from a meta-analysis with continuous outcomes.