Imputation: meaning, definitions and examples

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imputation

 

[ ˌɪmpjʊˈteɪʃən ]

Noun
Context #1 | Noun

statistical analysis

The process of replacing missing data with substituted values. Imputation is commonly used in statistical analysis when dealing with incomplete datasets.

Synonyms

filling in, replacement, substitution

Examples of usage

  • Imputation techniques include mean imputation, mode imputation, and regression imputation.
  • Imputation helps to maintain the sample size and reduce bias in statistical analysis.
Context #2 | Noun

legal

The act of ascribing something to a source, especially when something is wrongfully attributed to a person or group.

Synonyms

allegation, ascription, attribution

Examples of usage

  • The imputation of criminal activity to an innocent individual can have severe consequences.
  • Imputation of liability is an important concept in legal proceedings.

Translations

Translations of the word "imputation" in other languages:

🇵🇹 imputação

🇮🇳 आरोप

🇩🇪 Zurechnung

🇮🇩 penyuluhan

🇺🇦 звинувачення

🇵🇱 imputacja

🇯🇵 帰属

🇫🇷 imputation

🇪🇸 imputación

🇹🇷 itham

🇰🇷 기소

🇸🇦 إتهام

🇨🇿 přičítání

🇸🇰 imputácia

🇨🇳 归因

🇸🇮 imputacija

🇮🇸 ásökun

🇰🇿 айыптау

🇬🇪 ბრალდება

🇦🇿 ittiham

🇲🇽 imputación

Etymology

The word 'imputation' has Latin origins, stemming from the verb 'imputare' which means 'to charge with.' The term has evolved over time to encompass various fields such as statistics and law, reflecting its versatile nature in attributing or substituting values. The concept of imputation has become essential in data analysis and legal contexts, highlighting its significance in modern practices.

See also: impute, imputing.

Word Frequency Rank

At position #14,600, this word is part of sophisticated English vocabulary. It's useful for academic or professional contexts where precise language is needed.