Sentence examples for various imputation approaches from inspiring English sources

In order to evaluate these various imputation approaches, we compared our estimated statistics from the simulations to the complete data statistics.

We examined various tagging designs with and without statistical imputation approaches and compare their power against de novo resequencing in mapping causal variants under various disease models.

In their study, 5% of observed genotypes were randomly set to be missing, various imputation methods were used to impute the "missing" genotypes, and the imputation error rates for the various methods were then compared.

The study also compared the proposed imputation approach with mean imputation and other three KNN imputation approaches.

We begin by examining the theoretical underpinnings of multiple imputation and then briefly describe traditional imputation approaches.

Traditional data imputation approaches are lack of accuracy in the absence of knowledge.

We compared the following imputation approaches.

Dealing with missing data will include various imputation methods.

Various imputation algorithms and software have been developed.

Besides allowing for a high imputation accuracy, imputation approaches based on pre-phasing are computationally efficient.

Imputation, SNP quality control as well as employing the different imputation approaches all determine the GRM relatedness of individuals.