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bias

bias

26 5.8
Unfair errors in data or computer systems that harm some people
  • noun
  • /ˈbaɪəs/
  • Specialized
translation icon : sesgo
  • They say data bias in a world designed for men.
  • selection bias
  • potential bias
  • minimize bias

Could this be the result of some systematic bias in school identification procedures?

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Examples

  • To correct for this sampling bias, CCCSE calculates an enrollment weight that allows for representative descriptive statistics.

    Academic text (2011)
  • The researchers acknowledged the presence of bias in their data, which could lead to unfair results.

  • It's that home bias that that Harry talked about earlier.

  • One surprising finding is that the technical bias for energy appears to be positive.

    Academic text (1992)
  • In case the returns were just sector bias, the results were robust.

  • All the necessary steps were taken to prevent any claims of researcher bias or improper testing methods.

  • Risk of bias is assessed on a three-point scale: high bias, low bias, and unclear.

    Academic text (2017)
  • Because of survivorship bias, the good ideas persist.

  • Problems with the method include issues of scale, bias, limited datasets, and quantification.

    Academic text (2013)
  • The model showed an undercounting bias in the 1950s and the mid-1960s.

    Academic text (2011)

Synonyms

prejudice
vsbias
  • Specialized
5 7.8

Unfair treatment built into a computer program or information that harms certain groups

focuses on systematic skew or errors causing unfair outcomes
partiality
vsbias
3 6.7

An unfair liking that makes you treat one person or group better than others

is about systematic data or model errors causing unfair outcomes

Antonyms

236 1.9

Treating people equally and without bias

46 5.3

Making decisions based on facts, not personal feelings

Compounds

experimenter bias
  • Specialized
7.2

A researcher's expectations change how participants act in a study and affect results

How Biased

bias
  • Specialized
26 5.8
fairness
236 1.9

Surface Forms

bias singular
biases plural

Etymology

Bias in computing keeps the old idea of a 'slant': it is a systematic 'tilt' or error in data or a model that makes results unfair for some people.