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Unbiasedness: meaning, definitions and examples

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unbiasedness

[ ʌnˈbaɪəstnəs ]

Noun

^{Context #1 | Noun}

in statistics

The quality or state of being unbiased, impartial, or fair, especially in the context of statistical analysis.

Synonyms

fairness, impartiality, neutrality.

Which Synonym Should You Choose?

Word	Description / Examples
unbiasedness	Unbiasedness emphasizes a complete lack of bias. It is often used in contexts where objectivity is crucial, such as in scientific research, journalism, and statistics. The scientist's unbiasedness made her findings highly credible. Ethical journalism requires unbiasedness in reporting.
impartiality	Impartiality focuses on remaining neutral and not taking sides. It is often used in legal settings, conflict resolution, and situations where judgments need to be made without favoritism. The mediator's impartiality helped resolve the dispute peacefully. Impartiality is crucial for a fair legal process.
fairness	Fairness refers to treating people and situations justly and equitably. It is common in contexts involving rules, laws, and social conduct. The judge's fairness was praised during the trial. Fairness in opportunities is essential for a healthy work environment.
neutrality	Neutrality is about not supporting any side in a conflict or debate. It is frequently used in political, diplomatic, or organizational contexts. The country maintained its neutrality during the conflict. In discussions, it's important to maintain neutrality to avoid escalating tensions.

Examples of usage

Researchers strive for unbiasedness in their study designs.
Unbiasedness is crucial for obtaining accurate and reliable results.
Statisticians use various techniques to ensure unbiasedness in their data analysis.

Translations

Translations of the word "unbiasedness" in other languages:

🇵🇹 imparcialidade

🇮🇳 निष्पक्षता

🇩🇪 Unvoreingenommenheit

🇮🇩 ketidakberpihakan

🇺🇦 неупередженість

🇵🇱 bezstronność

🇯🇵 公平性

🇫🇷 impartialité

🇪🇸 imparcialidad

🇹🇷 tarafsızlık

🇰🇷 편견 없음

🇸🇦 عدم الانحياز

🇨🇿 nestrannost

🇸🇰 nestrannosť

🇨🇳 公正性

🇸🇮 nepristranskost

🇮🇸 hlutleysi

🇰🇿 бейтараптылық

🇬🇪 მიუკერძოებლობა

🇦🇿 qərəzsizlik

🇲🇽 imparcialidad

Etymology

The term 'unbiasedness' originates from the word 'unbiased,' which dates back to the mid-17th century. The prefix 'un-' signifies the negation or absence of bias, which is the tendency to favor one thing over another. The concept of unbiasedness is fundamental in various fields, including statistics, research, and decision-making processes. It emphasizes the importance of neutrality, fairness, and objectivity in analyzing data and drawing conclusions. Achieving unbiasedness requires conscious effort, attention to detail, and adherence to rigorous methodologies.