a robust validation

USAGE SUMMARY

The phrase "a robust validation" is correct and usable in written English.
It can be used when referring to a strong or thorough process of confirming the accuracy or reliability of something, such as data, results, or a system. Example: "The research team conducted a robust validation of their findings to ensure the results were reliable."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

14 human-written examples

The outpouring of affection for the 76-year-old sovereign was seen as a robust validation of the monarchy as a symbol of nationhood.

The New York Times

Some applications will test the limits of the process and require the user to use a robust validation to prove reliability [23, 26].

3D Printing in Medicine

The method uses the actual scales in the cascade for the estimation of eddy diffusivity and hence such a combination has resulted in a robust validation tool.

Chemical Engineering Science

Validation needs are greatest in areas where existing products disagree (Figure 4), but all deforestation and carbon stock data products should include a robust validation plan with routine field measurements and airborne or spaceborne very high resolution imagery (< 5 m).

Carbon Balance and Management

Therefore, it is important for each lab to demonstrate a robust validation of their clinical NGS assays.

BMC Cancer

Taken together, the above CISH and aCGH findings provide a robust validation for the results obtained with QPCR.

British Journal of Cancer

Human-verified similar examples from authoritative sources

Similar Expressions

46 human-written examples

Hence, there is a necessity for a new robust validation study.

BMC Nephrology

A more robust validation will be carried out prospectively on a new set of patients in phase II.

BMJ Open

Scientists should be aware that when the (exact) epitope is not given or known, the antibody needs a more robust validation study than when the epitope is specified.

F1000Research

For a more robust validation procedure, considering the temporal variability of ECG signal and/or modifications in the pathologies, the learning phase was performed only in the healthy group, and the testing procedures have been performed also with nonhealthy patients.

BioMed Research International

In order to have a more robust validation procedure, considering the temporal variability of ECG signal and/or modifications in the pathologies, the learning phase was performed in the healthy group.

BioMed Research International

Expert writing Tips

Best practice

Employ "a robust validation" to convey confidence in the accuracy and dependability of results, especially in contexts where precision is critical.

Common error

Avoid using "a robust validation" simply as a filler phrase. Ensure that the validation process truly warrants the descriptor "robust" through stringent methodologies and comprehensive testing.

Linguistic Context

The phrase "a robust validation" typically functions as a noun phrase, often serving as the object of a verb or following a preposition. Ludwig's examples show it describing the process of confirming accuracy or reliability.

Expression frequency: Common

Frequent in

Science

88%

News & Media

12%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "a robust validation" is a phrase used to describe a thorough and reliable verification process. Ludwig AI confirms its grammatical correctness and common usage, particularly within scientific and news contexts. Alternatives include "a thorough validation" and "a rigorous validation". When using this phrase, ensure that the validation truly warrants the "robust" descriptor. Its purpose is to convey confidence in the accuracy and dependability of results. It is primarily used in formal and scientific registers.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a thorough validation

Emphasizes the completeness and attention to detail of the validation process.

a rigorous validation

Highlights the strictness and precision of the validation methodology.

a comprehensive validation

Focuses on the broad scope and all-encompassing nature of the validation efforts.

a stringent validation

Stresses the demanding and exacting standards applied during validation.

a solid validation

Indicates a strong and dependable validation process.

a reliable validation

Focuses on the trustworthiness and dependability of the validation results.

a sound validation

Suggests a well-reasoned and logically consistent validation approach.

an exhaustive validation

Highlights the thoroughness and comprehensiveness of the validation procedure.

a detailed validation

Emphasizes the level of scrutiny and attention to particulars within the validation process.

a complete validation

Focuses on the finalized and all-encompassing nature of the validation efforts.

FAQs

How can I use "a robust validation" in a sentence?

You can use "a robust validation" to describe a thorough and reliable process of confirming the accuracy or reliability of something. For example, "The study included "a robust validation" of the data to ensure the results were trustworthy."

What are some alternatives to "a robust validation"?

You can use alternatives such as "a thorough validation", "a rigorous validation", or "a comprehensive validation" depending on the specific nuance you want to convey.

When is it appropriate to use the term "a robust validation"?

It's appropriate to use "a robust validation" when you want to emphasize that the validation process was thorough, reliable, and capable of withstanding scrutiny. This is especially suitable in scientific, technical, or formal contexts where accuracy is paramount.

Is "a robust validation" the same as "a simple validation"?

No, "a robust validation" implies a more thorough and rigorous process than "a simple validation". A simple validation might involve basic checks, whereas a robust validation includes multiple layers of verification and testing.