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Imputation Meaning: Definition, Examples, and Translations

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imputation

[หŒษชmpjสŠหˆteษชสƒษ™n ]

Definitions

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.

Which Synonym Should You Choose?

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Word Description / Examples
imputation

This term is often used in statistics and data analysis to describe the process of replacing missing data with substituted values.

  • The researchers used imputation to handle the missing survey responses.
  • Imputation techniques helped improve the dataset's completeness.
substitution

Often used in contexts where one thing is used in place of another, particularly in formal or technical settings like mathematics, sports, or programming.

  • The player had to leave the match, so the coach made a substitution.
  • Chemical substitution in the formula resulted in a new compound.
replacement

General term used to describe something that is used as a substitute for another thing, applicable in various contexts from everyday language to technical fields.

  • We need a replacement for the broken window.
  • They ordered a replacement part for the engine.
filling in

Commonly used in everyday contexts to describe the action of completing something that is incomplete or empty, often in a straightforward manner.

  • Can you help me with filling in this form?
  • She spent the afternoon filling in the blanks in her application.

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.

Which Synonym Should You Choose?

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Word Description / Examples
imputation

Used in formal or legal contexts to refer to an accusation or assignment of blame that is often serious and potentially damaging.

  • The imputation of fraud damaged his professional reputation.
  • She denied the imputation that she had been dishonest in her dealings.
attribution

Commonly used in academic, journalistic, and analytical settings to refer to the act of identifying the source or cause of something, such as a statement, work, or phenomenon.

  • Proper attribution in academic writing is crucial to avoiding plagiarism.
  • The scientist's research focused on the attribution of climate change to human activities.
ascription

Used in academic or analytical contexts to refer to the act of attributing a certain quality or characteristic to someone or something. It is often neutral in tone.

  • The ascription of genius to the young artist was met with mixed reactions.
  • In her essay, she discusses the ascription of certain roles to women in literature.
allegation

Used when referring to an accusation that has not yet been proven or confirmed, commonly seen in legal or journalistic contexts.

  • The politician faced several allegations of corruption.
  • Despite the allegations, there was no concrete evidence to support the claims.

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

To see the translation, please select a language from the options available.

Origin of 'imputation'

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.