unbiased version

USAGE SUMMARY

The phrase "unbiased version" is correct and usable in written English.
It can be used when referring to a version of something that is impartial or free from bias, often in contexts like reporting, analysis, or storytelling. Example: "The article presented an unbiased version of the events, allowing readers to form their own opinions."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

We also wish to find its unbiased version, represent it in the iterative Kalman-like form, and investigate errors based on a typical example.

EURASIP Journal on Advances in Signal Processing

The least-squares estimate of the RF from these simulated responses was an unbiased version of the original RF, indicating that the higher-order statistical properties of the stimuli did not bias the estimate.

Plosone

A much better account of the magnitude of memory biases was found by modeling memory as a more variable but unbiased version of perception.

Attention, Perception & Psychophysics

The pattern of errors was well accounted for by an ideal observer model that assumes memory is a noisy, unbiased version of perception.

Attention, Perception & Psychophysics

These memory errors were well accounted for by modeling memory as a noisy but unbiased version of perception constrained by the matching methods.

Attention, Perception & Psychophysics

We have investigated an unbiased version of the variance estimator based on U statistics [ 9] (see Appendix for a brief explanation).

BMC Medical Research Methodology

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

where ({MAR}_{P_{0}}) is the unbiased exact version of ({MAR}_{P_{0}}) recommended for small datasets.

Journal of Software Engineering Research and Development

The following theorem explains that the unbiased empirical version of MMD asymptotically converges to the population value of MMD and obtains the threshold.

EURASIP Journal on Advances in Signal Processing

SA measures the accuracy as the MAR relative to random guessing P 0. SA is defined in Eq. 5, where (MAR_{P_{0}}) is the unbiased exact version of (MAR_{P_{0}}) (Shepperd and MacDonell 2012) recommended for small datasets.

Journal of Software Engineering Research and Development

In conclusion, we have demonstrated that memory alone elicits errors in color matches that are best accounted for by a simple model that assumes memory is an unbiased by noisy version of perception.

Attention, Perception & Psychophysics

I often find your version of unbiased journalism to be neither, but I do peruse the arts and books sections frequently.

The New York Times

Expert writing Tips

Best practice

When aiming for objectivity, ensure that the sources you use to create an "unbiased version" represent a wide range of perspectives and are thoroughly vetted for potential biases.

Common error

Don't assume that simply presenting multiple viewpoints constitutes an "unbiased version". Critically evaluate each source for underlying biases and ensure proportional representation based on factual evidence, not opinion.

Linguistic Context

The phrase "unbiased version" functions as a noun phrase where the adjective "unbiased" modifies the noun "version". According to Ludwig AI, this phrase is correct and usable in written English, typically used to describe a presentation or account that aims to be impartial.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "unbiased version" is a grammatically sound and readily understood term used to describe an account or representation that is free from bias. Ludwig AI confirms its validity and usability in writing. It is most commonly found in scientific contexts, but also appears in news and media. To enhance clarity and impact, consider alternative phrases such as "objective interpretation" or "neutral representation". When using "unbiased version", it's crucial to ensure diverse sources and critically evaluate each for potential biases, as simply presenting multiple viewpoints doesn't guarantee neutrality.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

impartial account

Replaces "unbiased" with "impartial" and "version" with "account", stressing fairness and a descriptive narrative.

neutral representation

Substitutes "unbiased" with "neutral" and "version" with "representation", highlighting impartiality and depiction.

neutral perspective

Combines the concepts of neutrality and viewpoint, suggesting a view that doesn't favor any particular side.

objective interpretation

Replaces "version" with "interpretation", emphasizing a specific understanding or analysis that is free from bias.

accurate portrayal

Highlights correctness and depiction instead of lack of bias.

fair rendition

Uses "fair" instead of "unbiased" and "rendition" instead of "version", focusing on justice and a specific performance or interpretation.

objective analysis

Focuses on an "analysis" rather than a "version", emphasizing a systematic examination free from bias.

balanced perspective

Shifts from a singular version to a broader "perspective", ensuring all sides are equally considered.

equitable presentation

Emphasizes fairness in how information is conveyed, rather than the version itself.

factual account

Replaces the emphasis on "unbiased" with the direct assertion of being "factual", focusing on truthfulness.

FAQs

How can I ensure I am presenting an "unbiased version" of information?

To present an "unbiased version", prioritize using diverse sources, verifying facts, and acknowledging any potential limitations or biases in your own perspective. Aim for a balanced representation that allows readers to form their own conclusions.

What does it mean for a model to be an "unbiased version" of perception?

In the context of perception, an "unbiased version" suggests that while memory or processing might introduce noise or variability, it doesn't systematically skew the information in a particular direction.

Are there synonyms for "unbiased version" that I can use in my writing?

Yes, you can use alternatives like "objective interpretation", "neutral representation", or "impartial account" depending on the specific context.

How does an "unbiased version" differ from a "biased version"?

An "unbiased version" seeks to present information without favoring any particular viewpoint, striving for neutrality and objectivity. In contrast, a "biased version" intentionally or unintentionally presents information in a way that supports a specific agenda or perspective.