subject to sampling

USAGE SUMMARY

The phrase "subject to sampling" is grammatically correct and can be used in written English.
It is typically used in a technical or academic context, and refers to the idea that a certain group or population is being studied through a sample instead of being studied in its entirety. For example: "The results of the study are subject to sampling, as only a small portion of the total population was surveyed." "In order to accurately estimate the demographics of the city, the census data was subject to sampling methods." "Due to time and resource constraints, our research was subject to sampling techniques to gather data efficiently."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

57 human-written examples

At the same time, all polls are subject to sampling error – the variance that inevitably creeps in because you are surveying just a subset of the population rather than everyone in America.

The New York Times

Some of these areas were subject to sampling for various analyses (see "Experimental" section).

Heritage Science

The curve is not subject to sampling noise and so has a smooth shape.

BMC Medical Informatics and Decision Making

Reports of breed associated disease risks are either anecdotal, based on referral [ 3] or on insurance data [ 4] and are thus subject to sampling bias.

BMC Veterinary Research

However, even our collated dataset is subject to sampling density limitations; the deposit margins and most distal deposits were poorly sampled, notably in the heavily forested regions of northern Idaho (Fig.  1).

Bulletin of Volcanology

Any individual poll is subject to sampling error (it is quaint to British eyes to see the old "plus or minus four points" rubric on American polls – we gave up such pedantry some years ago), but the point about this week is that they all got it wrong.

Independent

Results of any sample are subject to sampling variation.

TechCrunch

Finally, it should be kept in mind that Figs. 1 and 2 show estimates, which are subject to sampling uncertainty.

European Transport Research Review

Human-verified similar examples from authoritative sources

Similar Expressions

3 human-written examples

Bioremediation flasks were prepared in quadruplicate, two of which were subjected to sampling during the incubation period for the analysis.

AMB Express

Therefore, it is not subjected to sample size estimation.

BMC Public Health

However, the p30r was not subjected to samples from Uganda and Kenya where genotype IX is known to circulate [ 19].

BMC Veterinary Research

Expert writing Tips

Best practice

In scientific writing, use "subject to sampling" to clearly indicate that the data represents a subset of a larger population and may not perfectly reflect the entire group.

Common error

Avoid implying that results are universally applicable without acknowledging that the study was "subject to sampling". Always qualify statements to reflect the scope of the sample.

Linguistic Context

The phrase "subject to sampling" functions as an adjective phrase modifying a noun. It indicates that a particular observation, result, or analysis is influenced by or dependent on the specific sample taken. This reflects the inherent limitations of using a subset of a larger population for study, as confirmed by Ludwig.

Expression frequency: Very common

Frequent in

Science

77%

News & Media

16%

Wiki

2%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "subject to sampling" is grammatically correct and very commonly used, particularly in scientific and statistical contexts, as affirmed by Ludwig. It serves as a critical qualifier, reminding readers that findings based on samples are not absolute representations of entire populations. The phrase acknowledges the inherent limitations and potential for variation. Alternatives such as "affected by sampling" or "influenced by sampling technique" can be used for variety. When using this phrase, always remember to provide context and avoid overgeneralizing results.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

affected by sampling

Focuses on the influence of sampling on the results.

influenced by sampling technique

Similar to "affected by sampling" but specifies the technique.

vulnerable to sampling bias

Highlights the susceptibility to distortions due to the sampling method.

prone to sampling errors

Highlights the likelihood of errors arising from the sampling process.

dependent on the sample

Emphasizes the reliance of the results on the characteristics of the sample.

limited by sampling

Indicates constraints imposed by the sampling procedure.

sensitive to sampling variations

Emphasizes how changes in the sample can impact results.

contingent on sampling method

Stresses the conditional relationship with the method used for sampling.

reliant on sample selection

Focuses on the reliance of the results on how the sample was selected.

conditioned by sampling strategy

Similar to "contingent on sampling method", emphasizing strategy.

FAQs

How does being "subject to sampling" affect research results?

When research is "subject to sampling", the results are based on a subset of a larger population, introducing potential for sampling error and variation. This means the findings may not perfectly represent the entire population.

What's the difference between "subject to sampling error" and "sampling bias"?

"Subject to sampling error" refers to the natural variation that occurs when a sample is used to represent a population. "Sampling bias", on the other hand, refers to systematic errors that occur when the sample is not representative of the population, leading to skewed results.

When is it appropriate to say something is "subject to sampling"?

It is appropriate to say something is "subject to sampling" when discussing data or results derived from a sample, rather than the entire population. This acknowledgment is common in scientific studies, surveys, and statistical analyses.

What are some alternatives to saying "subject to sampling"?

Depending on the context, you can use alternatives like "affected by sampling", "influenced by sampling technique", or "limited by sampling" to convey a similar meaning.