Sentence examples for effect on the imputation from inspiring English sources

Reference samples may play a central role in the success of imputation and, consequently, it is necessary to assess its effect on the imputation process, as we did in the current study.

Among breeds with large populations, the relationship between training and validation populations had only a limited effect on the imputation error rate.

On the other hand, an overly simplistic variance covariance structure may lead to bias in the estimation of MLEs and have a subsequent negative effect on the imputation process.

This low level of pre-existing missing data was assumed to have a negligible effect on the imputation and GS accuracies and for these datasets the original marker data are referred to as version NA0.

We characterised the accuracy of the imputation and the effect of the imputation on predictive ability in two large data sets.

To quantify the effect of the imputation on predictive models, we compare the predicted classes from non-missing test data with predicted classes from imputed test data and compute the misclassification error for the logistic as well as random forest models.

However, since all the imputed values were close to zero, the effect of the imputation method on the total variance is likely to have been very small.

As shown in Figure 4A, across the four different lengths, we observe little effect of the imputation length on the discordance rate.

The effect of the imputation of these apportionments on the ability of epidemiologic methods to evaluate the health effects associated with various PM components is uncertain.

This was done in order to remove uncertain marker genotypes that might have adverse effects on the imputation procedures, but might also cause a positive bias in the estimated imputation accuracies.

Our results indicate that what kind of species a dataset comes from does not have any obvious effect on the performance of imputation methods.