unbiasedness

Definitions

The quality or state of being impartial and free from prejudice.

The statistical property of an estimator whose expected value is equal to the true value of the parameter being estimated.

Examples

The researcher emphasized the importance of unbiasedness when interpreting the experimental data.

Statistical models are often evaluated based on their unbiasedness in predicting future outcomes.

Synonyms

impartiality objectivity neutrality fairness detachment disinterestedness equity

Antonyms

bias partiality prejudice subjectivity favoritism unfairness partisanship