Sentence examples for based on overall imputation from inspiring English sources

The reason for employing this strategy is that an analysis based on overall imputation concordance may give misleading results for rare markers: the overall concordance rate may be high for these markers, but the concordance rates for heterozygotes and minor allele homozygotes may be much lower than the overall concordance rates.

Where medication name was unavailable, imputations were based on overall medication cost data.

Multiple imputation is also employed to assess the uncertainty due to imputation since results based on imputation alone, especially when linking imputed locations to other spatial data, may be questionable.

Due to the considerable amount of missing follow-up data, missing data were imputed using multiple imputation (MI) based on Multivariate Imputation by Chained Equations (MICE) [ 17].

Based on multiple imputation; the total of the age-group specific estimates may not add up to the overall total due to rounding average values across imputed datasets.

P ( m | x ^ t, u, m, y t, r ) denotes the posterior probability of CG m based on its imputation.

This method is based on multiple imputation (Rubin [1987]): The conditioning model defines how the observed item responses are related to θ, and the plausible-values approach provides a model-based imputation of missing θ n values.

*Results based on multiple imputation of missing values.

Reported results are based on multiple imputation results and the presented model is the averaged results from 50 imputations.

A comparison between all imputation approaches was done based on the imputation quality metric (R) calculated by the MaCH tools.

Results based on the imputation model seem to be robust to modest departures from the assumptions of missing at random behind the imputation, based on sensitivity analyses.