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to impute

to impute

2 8.1
To replace missing data in a set by estimating likely values
  • verb
  • /ɪmˈpjuːt/
  • Specialized
translation icon : imputar
  • Then there are a million ways to use imputed income to your advantage.
  • imputed values
  • imputed data
  • imputed missing

Examples

  • Instead of house prices, the data use "imputed rent" to figure the cost of housing.

    Blog text (23)
  • The modified method involves imputing estimated times at which the next observation would have occurred, had the patient survived.

    Academic text (2010)
  • We therefore opted to impute data for individuals who did not respond to the follow-ups.

    Academic text (1998)
  • To account for missing data, 10 data sets were imputed for measures with less than 30% missingness.

    Academic text (2015)
  • Missing data were not imputed for the teacher questionnaire. RESULTS

    Academic text (2015)
  • For these variables, we use the imputed values provided by the NSDUH.

    Academic text (2008)
  • Interaction terms were also created before imputation and were imputed separately.

    Academic text (2014)
  • In total, data were imputed for Grade 9 adjustment variables for nine victimized women.

    Academic text (1999)
  • For descriptive purposes, we summarized the imputed data with the median value for each parameter.

    Academic text (2012)
  • To improve our analysis, we chose to impute missing values in the dataset using a reliable statistical method.

Synonyms

to fill in the blank
vsto impute
14 2.6

To write the missing word in a sentence or exercise

is focused on estimating and replacing missing dataset values using statistical methods
to densify
vsto impute
  • Specialized
7.5

To fill missing values so data becomes more complete

is about estimating and replacing missing values using statistical methods

Antonyms

1.0

Choose not to pay attention to someone or something

How Certain

to predict
812 3.0
to infer
57 5.5
to impute
  • Specialized
2 8.1
estimate
370 2.6
guess
768 1.0

Surface Forms

impute infinitive
imputed past
imputed past participle
imputing present participle
imputes third person singular

Morphology

impute = im + pute

Although it appears to be im- + pute, 'pute' is a Latin combining form (not a standalone English word) and the prefix is not the productive English negative, so learners cannot derive the meaning from the parts.

Etymology

Impute comes from the Latin parts im- 'into' and putare 'to reckon', the same root you see in compute. In statistics this becomes a simple picture: to impute a missing number is to put an estimated value 'into' the empty spot.