Sentence examples for a set of imputed from inspiring English sources

In the multiple+multiple-imputation (MMI), each missing value is replaced by a set of imputed values.

In model B, missing baseline systolic BP data were imputed, which involves calculating average results over a set of imputed datasets by using Gibbs sampler and predictive mean matching.

One can then obtain a set of simulated data by sampling X IMP * from N α * X nv, σ * 2 and a set of imputed estimates by regressing Y on X IMP *.

The imputation strategies defined previously were applied to the experimental nongeocode cases resulting in a set of imputed Census units for each case record.

However, since model performance measures are defined as functions of the observed outcomes and predictions, we hypothesize that such measures may be optimistic when the predictions are constructed from a set of imputed covariates partly derived from the observed outcomes.

E[ S2 − S1] is reported in units of the population-scaled mutation rate θω = 4 N Aμω for a set of ω imputed bases.

Standard errors were based on the standard errors from each set of imputed data combined with inter-imputation variation.

We performed each imputation in duplicate, with and without the IMPUTE v1 predict genotyped SNPs flag, which resulted in one set of imputed data containing the original genotypes and in the other imputed genotypes.

For each set of imputed data sets, the log hazard ratios from the Cox model were combined using Rubin's rules (26), which assumes that imputed values were drawn from the appropriate Bayesian posterior.

To evaluate whether the refinement of previously identified PrCa loci that we have achieved in this study reflects a greater enrichment towards variants with annotated functionality, we assessed our list of 1623 best candidate SNPs for overlap with bio-features and compared this against the full set of imputed SNPs within the 55 regions that were significant in this analysis (243 627 SNPs).

These are then incorporated into the imputation model as before and m sets of imputed data are produced.