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In our previous study (Badke et al. 2013), we found that increasing the size of the reference panel led to an improved imputation, especially of SNP that appear difficult to impute, such as SNP with low (<0.1) MAF and those located in the chromosomal extremes.
To impute such sage maturity to one's juniors may be the ultimate version of fantasy football.
QSAR modeling of the NTP HTS data was desired to establish predictive models of HTS assays that can be used to impute such data for future compound libraries that may be tested.
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Taking the genotypes probabilities obtained from any software capable to impute SNPs, such as IMPUTE [ 7, 8], association analysis for case-control studies, cohort, quantitative or counting response can be performed with CNVassoc.
When using imputation approaches to infer missing values one wants to identify sequences that are as close as possible to the test sequence around the location being imputed, such as those that are IBD, or at least share long matches with the test sequence.
Although methods for imputing such missing values for the purpose of statistical regression analyses exist [ 49- 51], such measures would likely add to the uncertainty in our extrapolated outputs and so were considered inappropriate for the purpose of the analysis here.
It is hard to impute causation to such observational data and we can only speculate why the diurnal rhythm exists.
This missing data will likely be missing in all samples for a given target region, thus making it impossible to impute missing data for such targets.
Samples of convenience are extrapolated to the entire population, such as trying to impute the U.S. incidence of Escherichia coli O157 H7 infections based on data from the few states that report good data.
I think it was a mistake to impute Microsoft's motives as malicious on such a grand scale.
Regression imputation was used to impute values.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com