Imputation: meaning, definitions and examples
🔍
imputation
[ ˌɪmpjʊˈteɪʃən ]
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.
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
Word origin
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.