imputation
What does "imputation" mean?
Imputation refers to the act of attributing something—usually a fault, crime, or quality—to a person or entity. Mentally, visualize pointing a finger or assigning a specific value to a blank space, suggesting that the trait or action belongs to the subject, whether justly or unjustly. In legal and statistical contexts, it carries a sense of formal assignment. In law, it is the accusation of wrongdoing; in statistics or data science, it is the process of replacing missing data with estimated values based on other available information. Use it when you need to sound precise or professional.
"imputation" in conversation
Data analysis team meeting
What should we do about the gaps in the survey results?
What should we do about the gaps in the survey results?
I suggest we use mean imputation to fill in the missing responses.
I suggest we use mean imputation to fill in the missing responses.
Shows the technical usage of filling in missing data.
Legal office discussion
The prosecution is seeking the imputation of liability to the parent company.
The prosecution is seeking the imputation of liability to the parent company.
Does that mean they are blaming us for the subsidiary's actions?
Does that mean they are blaming us for the subsidiary's actions?
Highlights the legal nuance of attributing blame or responsibility.
"imputation" in a sentence
The teacher warned against the false imputation of motives to her students.
The teacher warned against the false imputation of motives to her students.
Statistical imputation allows researchers to maintain sample sizes despite missing entries.
Statistical imputation allows researchers to maintain sample sizes despite missing entries.
The doctrine of imputation ensures that an employer is held responsible for the torts committed by employees during their work.
The doctrine of imputation ensures that an employer is held responsible for the torts committed by employees during their work.
