Sentence examples for in imputations from inspiring English sources

We showed that it is possible to combine multiple imputation and bootstrapping, thereby accounting for uncertainty in imputations and uncertainty in selecting of models.

Previous studies have used available SF-12 items in imputations but only in cross-sectional settings, among respondents and with limited use of auxiliary information.

We first investigate whether the lengths of the target regions affect the performance of the most diverse reference panels in imputations.

The arithmetic mean (AM), geometric mean (GM), and geometric standard deviation (GSD), with fill-in imputations for interval-measured values, indicate that concentrations for the individual analytes varied substantially.

Table 6 shows how different classifiers perform with our in-house imputation of missing values (Section 2.4) versus the built-in imputation strategy of missing values for the classifiers marked in Table 1.

Thus, the increment in imputation quality was largest when the minor allele frequencies of the imputed variants were below 1%%.

Involving knowledge base in imputation could overcome this shortcoming.

Geographic patterns in prediction uncertainties implicated biogeography and disturbance as major factors influencing regional variation in imputation uncertainty.

In most populations, each 1% increase in imputation error leads to an increase of ∼5%13%% in the sample size required for maintaining power.

Table 5 Estimates used in imputation of household income.

Our results demonstrated that a decrease in the MAF of untyped variants resulted in an increase in imputation AR.