Sentence examples for imputation associated with from inspiring English sources

The authors of [24] used MDT imputation to enhance the speech features in the front-end, while in Maximum Likelihood (ML) Gaussian-based imputation [25] and in conditional mean imputation [28], the authors consider MDT imputation associated with Gaussians in the backend.

The additional between-imputation uncertainty associated with multiple imputation is captured when applying bootstrapping techniques to generate cost utility planes and acceptability curves due to the use of all 25 000 replications (5000 from each imputed data set).

The discrepancy in values may be attributed to a number of factors such as sampling variability, incomplete coverage, reporting errors for individual units, non-response and imputations usually associated with surveys and data collection.

25 26 We created 20 datasets with identical known information, but with differences in imputed values reflecting the uncertainty associated with imputations.

However, there are errors associated with imputation, and some of the factors that influence imputation error rates were studied.

Multiple imputation takes into account the uncertainty associated with imputing missing values and is recommended to impute missing cost data [ 25].

In addition, two IL4 promoter SNPs rs2243240 and rs2243246 discovered through imputation were also significantly associated with asthma (p-value <0.05) (Table 4).

Such behavior suggests an increase in detection power despite the uncertainty associated with imputation.

Prediction improvements associated with imputation of the HLA-DRB1 alleles on Affy 5.0 were more dramatic than those seen with other HLA genes across the three platforms.

Sun et al. [ 19] observed that imputation accuracy was positively associated with chromosome size, although this was based on an analysis of three chromosomes covering the range of chromosome sizes.

19 We conducted sensitivity analyses to assess the potential effect of missing data using multiple imputation chained equation methods, 29 with the imputation model including all variables associated with missingness of the primary outcome at 12 months.