Sentence examples for imputation among from inspiring English sources
Comparing testing-prediction accuracies with and without imputation among the different platforms, indicated genotype variation generally decreased when imputed SNPs were used to build the prediction model of HLA genes.
Our contention is that a well-defined model can provide a basis to improve the performance of spell checkers and other similar applications such as voice recognition, historical document searches, and data imputation among others.
The proportion of shared haplotypes can explain differences in performance of imputation among scenarios across breeds.
Besides, most methods estimate missing values without considering the imputation sequence among incomplete genes.
Lin et al. compare the imputation performance among six various bioinformatics tools with data generated by randomly masking the genotype data from the International HapMap Phase III Project.
To better understand the available tools for this purpose, we compare the imputation performances among BEAGLE, IMPUTE, BIMBAM, SNPMStat, MACH, and PLINK with data generated by randomly masking the genotype data from the International HapMap Phase III project.
As D increased, the variance of imputation accuracy among replicates decreased faster than the variance of the accuracy of GEBV, and the regression of GEBV accuracy on imputation accuracy decreased, which suggests diminishing return in GEBV accuracy from increasing imputation accuracy.
No differences were observed among imputation methods.
We failed to find significant differences among imputation methods, including differences between Naïve imputation and the other two which use covariance information between nearby SNPs.
It is possible that the biases were due to either nonrandomness partition by imputation of diversity among four groups or other errors we did not detect from genotype imputation.
A sensitivity analysis will be conducted by means of a multiple imputation analysis (based, among others on HbA1c scores of the population at T1) and an analysis based on a Last Observation Carried Forward (LOCF) imputation.
