Words similar to imputation
Example sentences for: imputation
How can you use “imputation” in a sentence? Here are some example sentences to help you improve your vocabulary:
Proper multiple imputation (PMI) methods are described in [ 10 ] and [ 11 ] , which use regression models to create more than one imputed data sets and thus provide variability within and between imputations.
In our sample, this imputation procedure resulted in total PCB concentrations that were only marginally greater than those obtained if all nondetects were assigned 0. The mean PCB concentrations by exposure category are shown in table 3for both the sum using imputed values for nondetects and the sum with nondetects assigned 0. The limit of detection for DDE in the Wisconsin State Laboratory of Hygiene was 0.25 ng/mL.
In general, the basic idea of imputation is to fill in the missing data by using values based on a certain model with assumptions.
Two types of analyses were performed: an ITT: observed analysis, in which only available assessments were used (no imputation for missing values), regardless of whether the patient was still receiving their original therapy; and an ITT: missing = failure (ITT: M = F) analysis, in which all missing values constituted failure.
Imputation methods
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