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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
: 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.