imputing

Meanings

• Verb

  The action of supplying missing information or data to a system or database.

  - "The data analyst was tasked with imputing missing values in the sales dataset."
  - "The company's financial reports required imputing data for the past two quarters."

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Synonyms

ascribe , assign , attribute , attribute , charge , imply , insinuate , consider , reckon , regard

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Variants

List of all variants of imputing that leads to same result
imputabilities , imputability , imputable , impute , imputed , imputes , imputing

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Etymology

origin and the way in which meanings have changed throughout history.

The word 'imputing' comes from the Latin word 'imputare,' which means 'to charge, accuse, or put in.'

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Trivia

Any details, considerations, events or pieces of information regarding the word

1. Imputing missing data is a common practice in statistical analysis and data science.

2. Imputing missing data can help improve the accuracy and completeness of a dataset.

3. There are several methods for imputing missing data, including mean imputation, regression imputation, and hot-deck imputation.

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Related Concepts

informations on related concepts or terms closely associated with the word. Discuss semantic fields or domains that the word belongs to

1. Data Imputation: A statistical method used to fill in missing data points in a dataset by estimating the values based on existing data.

2. Data Cleaning: The process of preparing and cleaning raw data for analysis, which may involve imputing missing values.

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How to Memorize "imputing"

1. visualize
   

   - Visualize the process of filling in missing information or data in a dataset.

2. associate
   

   - Associate the word 'imputing' with the idea of filling in missing information.

3. mnemonics
   

   - Create a mnemonic using the first letter of each word in 'Impute Missing Data'.

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