Sentence examples for imputation approach from inspiring English sources

However, in the presence of highly accurate genotyping of sex chromosome markers and high-density genotypes on close ancestors of the individuals to be imputed, the imputation approach outlined in this paper is expected to be more optimal than the standard autosomal imputation approach implemented in AlphaImpute.

Therefore, to evaluate multiple pollutant exposures in one model, we used a multiple imputation approach to impute the missing exposure values (Royston and White 2011).

This was essentially the approach used in Henry and Boscoe 2008 [33], applying a multiple imputation approach to estimate expected rates of imputing to the correct Census units.

Multiple imputation was used to impute missing WC using the sequential regression imputation approach that is implemented in the software package IVEware (24).

The IMPACT articles often imputed any missing outcomes and missing prognostic factors using an imputation approach.

However, the imputation approach may be limited by the low accuracy of the imputed rare variants.

The multiple imputation approach created 20 copies of the data in which missing values were imputed by chained equations.

Missing stage was handled by multiple imputation approach.

Reported R2 relates to the respective estimates based on a single imputation approach.

A Bayesian imputation approach was applied to compute lotion exposure and produce summary statistics.

sThe marginal effect computation and the conditional effect plots are based on a single-imputation approach as the estimation sample varies across imputations in the multiple imputation approach making it difficult to compute the AME.