adequately sampled

USAGE SUMMARY

The phrase "adequately sampled" is correct and usable in written English.
It can be used in contexts where you want to indicate that a sufficient or appropriate amount of data or subjects has been collected for analysis or study. Example: "The data set was adequately sampled to ensure reliable results in the research study."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

50 human-written examples

Some emissions are not adequately sampled and measured, Ms. Wagner said, and other potentially dangerous ones are not monitored at all.

The New York Times

The measurable output is adequately sampled for periodic computation of a designed event trigger.

Automatica

Assuming the abnormality has been adequately sampled, there is no current evidence to suggest that there is a role for specific follow-up in biopsy-proven benign disease.

Insights into Imaging

In addition, it is important that the number of allowed values for each parameter is less than the number of ants (preferably much less) to ensure that the parameter space is adequately sampled.

Chemistry Central Journal

The antenna patterns for the standard dual-receive mode (Figure 2(a)) and the -aperture toggled-Tx mode (Figure 2 e)) show that the clutter bands are adequately sampled using a PRF of 1900 Hz (per channel).

EURASIP Journal on Advances in Signal Processing

The central hypothesis of this study is that while not all small molecules have been crystallized in all possible conformations, the conformational space accessible to sufficiently small fragments is adequately sampled.

Journal of Cheminformatics

Human-verified similar examples from authoritative sources

Similar Expressions

10 human-written examples

Exponential decays are fundamental to magnetic resonance imaging, yet adequately sampling and analyzing multiexponential decays is rarely attempted.

Journal of Magnetic Resonance

In this framework, the design of diffusion sensitizing gradients is reduced to the problem of adequately sampling q-space in the spectral domain.

Journal of Magnetic Resonance

However, by adequately sampling the parameter space, a good performance can be achieved as long as the mutual coherence among the columns of the measurement matrix is low enough to permit the sparse signal reconstruction.

EURASIP Journal on Advances in Signal Processing

The inability to model all tumors is evidence for further dependencies in our data that are not captured by our model, including experimental problems with adequately sampling epialleles from human tumors.

Plosone

It is acknowledged that this is a limitation, but there are no other methods of adequately sampling ethnic minority groups in population surveys.

Age and Ageing

Expert writing Tips

Best practice

When describing data collection, ensure that you specify the criteria used to determine if the sample was "adequately sampled". This adds clarity and strengthens the validity of your results.

Common error

Avoid claiming a sample is "adequately sampled" without providing justification. Always include details about the sampling methodology and any metrics used to assess its adequacy.

Linguistic Context

The phrase "adequately sampled" functions as an adjective phrase modifying a noun. According to Ludwig, it describes a state where something has been sufficiently examined or represented, usually in the context of data collection or analysis.

Expression frequency: Very common

Frequent in

Science

98%

News & Media

1%

Formal & Business

1%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "adequately sampled" is a phrase primarily used to indicate that sufficient data has been gathered for analysis, mostly prevalent in formal and scientific contexts. As confirmed by Ludwig, it is grammatically correct and communicates thoroughness in a sampling process. Alternatives like "sufficiently represented" or "properly assessed" can be used depending on the nuance required. When using this phrase, ensure you provide justification for the adequacy of the sample to avoid overgeneralization.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

well-represented

Uses a more concise and direct expression to convey sufficient representation.

adequately assessed

Replaces sampling with a more general term of assessment.

sufficiently represented

Focuses on the representation aspect rather than the sampling process.

sufficiently analyzed

Shifts the focus to the analysis aspect, rather than the sampling method.

properly assessed

Emphasizes the evaluation aspect instead of the sampling.

appropriately covered

Highlights the extent of inclusion rather than the method of selection.

thoroughly examined

Implies a detailed inspection, which goes beyond mere sampling.

comprehensively surveyed

Focuses on surveying as the method of gathering information.

extensively investigated

Highlights the breadth of the inquiry rather than the sampling.

fully explored

Suggests a complete investigation, implying more than just sampling.

FAQs

How can I tell if my data has been "adequately sampled"?

Assess whether your data sufficiently represents the population or phenomenon you're studying. Consider factors such as sample size, diversity, and the presence of bias. Statistical methods can help determine if your sample adequately captures the underlying characteristics.

What does it mean for a parameter space to be "adequately sampled"?

In computational modeling or statistical analysis, an "adequately sampled" parameter space means that the range of possible parameter values has been explored sufficiently to produce reliable and stable results. Techniques like Markov Chain Monte Carlo (MCMC) are used to ensure parameters are "fully explored".

What are alternatives to saying something was "adequately sampled"?

Depending on the context, you could use alternatives such as "sufficiently represented", "properly assessed", or "appropriately covered". Choose the phrase that best reflects the specific meaning you intend to convey.

In research, why is it important that all subgroups are "adequately sampled"?

Ensuring that all subgroups are "adequately sampled" minimizes bias and enhances the generalizability of research findings. It allows for a more accurate representation of the population and reduces the risk of drawing incorrect conclusions based on a skewed sample.