Sentence examples for modelling to impute from inspiring English sources

Imputation was carried out using the software package AlphaImpute (version 1.0) [ 9], which combines simple phasing rules, long-range phasing, haplotype libraries, segregation analysis, and recombination modelling, to impute genotypes for all loci on the highest-density panel of all animals in a pedigree.

This suggests the possibility of population sub-sampling and use of modeling to impute values for endotoxin.

Shafer (2001) used this imputation model to impute the NHANES III dataset after modeling nonnormally distributed variables.

I apply an engineering thermal load model to impute balance point temperatures for residential households in the Puget Sound Energy Washington service territory.

We used multiple multivariate imputation, using all variables included in any analyses, the censoring indicator and the log of survival time for Cox models, to impute missing values for those variables with some missing data [17].

Beagle uses population information and a hidden Markov model to impute missing genotypes.

Covariate data from those missing year 5 weights were then entered into the models to impute the missing weights.

We attempted to overcome this limitation by using a prediction model to impute the missing cadmium data (Tellez-Plaza et al. 2010).

30 As ethnicity could be predicted from the other variables in the complete data, we were able to use a plausible model to impute the missing values.

The imputation was done using multiple imputations by chained equations (MICE), an approach that uses all the variables in the models to impute the missing values [ 25].

All exposures, outcomes, covariates, and predictors of missingness were included in prediction models to impute data, except for TBLH and spine ABMC because these were derived from TBLH and spine BMC and BA.