Sentence examples for imputation methodology from inspiring English sources

Missing data can be imputed via simple or multiple imputation methodology.

For this study, we used sequences from 5,224 women with MDD and 5,218 controls, and imputed allele dosages at 6,242,619 SNPs across the nuclear genome (details on imputation methodology and genotype quality are given in [ 7]).

We develop and test imputation methodology to link ecological information with forest inventory records, i.e., to individual stands.

Currently, only a limited range of researchers are able to implement methodologies that permit the estimation of γ and Σ for the set of contextual variables that are of interest to them.b Therefore, to support further analysis, PISA uses the imputation methodology usually referred to as plausible values (Mislevy 1991) during construction of its public access databases.

Our results indicate the following sequencing study design guidelines which take advantage of the recent advances in genotype imputation methodology: Select the largest and most diverse reference panel for sequencing and genotype as many "anchor" markers as possible.

Based on results from this study, we recommend a few guidelines in designing sequencing studies to take advantage of the recent advances in genotype imputation methodology: Select the largest and most diverse reference panel for sequencing, with respect to both haplotypes and phenotype.

These additional imputation methodologies can have a substantial impact on the assessment of mTSS progression.

The compared imputation techniques have been chosen from among the main imputation methodologies: k-nearest neighbor, probabilistic modeling and regression.

To report the effect of different imputation methodologies on the assessment of radiographic progression in clinical trials.

The relative performance of FISH and NMP22 was lower than Cxbladder Detect and cytology, but their rankings varied across data imputation methodologies.

To have an insightful comparison, we have worked with bootstrap resampling, in order to assess the aforementioned validation statistics' variability among the different imputation methodologies.