sufficiently representative

USAGE SUMMARY

The phrase "sufficiently representative" is correct and can be used in written English.
It is typically used to describe a sample of data or information that is considered to be an accurate indication of the population from which it was drawn. For example: The survey responses from the 500 participants were sufficiently representative of the general population to draw meaningful conclusions from the data.

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Thus, if a structural family is not sufficiently represented in sequence databases, the MSAs and statistical models used for fold recognition may not be sufficiently representative.

Plosone

One of the primary challenges of the Getty Villa was coming up with a selection of classical art sufficiently representative to justify a stand-alone museum.

The New Yorker

are relatively simple yet sufficiently representative models for Ni base superalloys.

Journal of Alloys and Compounds

The question arose as to whether the freight organizations participating in the consultation were sufficiently representative.

European Transport Research Review

Thus, the tool is able to assess if the output profile is sufficiently representative in a quantitative way.

EURASIP Journal on Embedded Systems

Though our research may not be exhaustive, it is sufficiently representative for an understanding of FCO research.

European Transport Research Review

We have worked through a simple illustration of the general result claimed above, but this case is sufficiently representative for the general proof to be reconstructed.

SEP

Sufficiently representative stress-time histories for the critical cross section through this part were obtained by measurement during rides with empty as well as fully-loaded vehicles.

Procedia Structural Integrity

Without the expansion, the model built from the initial seeds would not be sufficiently representative and the seeds would not be correctly transferred in the color space.

EURASIP Journal on Advances in Signal Processing

First, in order to derive sufficiently representative statistics for extracting design rules rather large datasets of molecules and activities are needed.

Journal of Cheminformatics

Nevertheless, PubMed and PMC are important sources in medical research and therefore have been considered sufficiently representative for the purposes of our study.

Journal of Big Data

Expert writing Tips

Best practice

When asserting that a sample is "sufficiently representative", ensure you have a clear basis for that judgment. Specify the criteria or benchmarks used to determine sufficiency.

Common error

Avoid claiming a sample is "sufficiently representative" without supporting evidence. Overgeneralization can lead to flawed conclusions. Ensure your claim aligns with the data and methodology.

Linguistic Context

The phrase "sufficiently representative" functions as an adverbial modifier that qualifies the adjective "representative". According to Ludwig, the phrase is correct and appropriate for describing a sample or dataset.

Expression frequency: Very common

Frequent in

Science

88%

News & Media

7%

Formal & Business

3%

Less common in

Wiki

1%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "sufficiently representative" is a grammatically correct and frequently used phrase that describes the degree to which a sample accurately mirrors a larger population. Ludwig AI confirms its appropriateness across various contexts, primarily in scientific and formal writing. While alternatives like "adequately representative" and "suitably representative" exist, it's crucial to substantiate any claim of representativeness with supporting evidence to avoid overgeneralization. The phrase serves to assure readers that generalizations derived from the sample are valid and reliable.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

adequately representative

Indicates a level of representation that meets a minimum requirement, possibly implying less completeness than the original phrase.

suitably representative

Emphasizes the appropriateness of the representation for a particular purpose or context.

fairly representative

Suggests a reasonable degree of representation, though perhaps not perfect.

reasonably representative

Similar to 'fairly representative', implying an acceptable level of representation with possible minor deviations.

acceptably representative

Highlights that the representation is good enough for a specific requirement or standard.

adequately indicative

Focuses on the capacity to point out or reveal something else. 'Representative' is exchanged for 'indicative'.

broadly reflective

Indicates that the sample mirrors the wider group, without being totally exhaustive.

largely indicative

Suggests that the representation provides a generally reliable indication, though not completely.

generally typical

Focuses on common characteristics, more concerned with the typical case and less with representation across a whole group.

mostly characteristic

This alternative stresses the prevailing attributes instead of how well it represents every aspect.

FAQs

How do you use "sufficiently representative" in a sentence?

You can use "sufficiently representative" to describe data or samples. For instance, "The survey results were considered "sufficiently representative" of the national opinion on the matter."

What are some alternatives to using "sufficiently representative"?

Alternatives include "adequately representative", "suitably representative", or "fairly representative", depending on the nuance you want to convey.

What does it mean for a sample to be "sufficiently representative"?

It means the sample accurately reflects the characteristics of the larger population from which it was drawn, allowing for valid generalizations to be made.

How can you ensure a sample is "sufficiently representative"?

Employ random sampling techniques, ensure an adequate sample size, and stratify the sample to mirror known characteristics of the population. Reviewing potential biases can also help.