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Whatever the case may be, we would use that amount as the value imputed to the benefit.
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Animals from the Angus and Hereford populations were genotyped with both the BovineHD and BovineSNP50 assays with missing values imputed to the union of the marker sets using Beagle 4.0 with default parameters [ 83].
For several confounders, missing values were imputed to the reference value to allow for comparison of nested models.
By moving the genes whose missing values have been imputed to the complete matrix, the previous target genes with imputed values can be utilized for the missing value estimation of the following target gene.
Missing values for the remaining variables were imputed to the median value.
In all other cases (9%), the mean value of a comparable group of patients based on gender and age was imputed to the missing values.
Missing values on analytical variables have been imputed to the country-specific mean using the dummy-variable imputation method to avoid losing further observations (Allison 2002).
After the missing values had been imputed to obtain the worst case scenario the means of the groups still differed significantly (5.57 v 8.01, parametric test P=0.003).
Of the 125 measurable analytes, 24 analytes had at least one value below the LDL, imputed to LDL/2.
It is based on an imputation model that relates the value to impute to a set of predictors.
Six hundred million dollars is the value Trump imputes to this highly provisional asset.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com