given our sampling

USAGE SUMMARY

The phrase "given our sampling" is correct and usable in written English.
It can be used when discussing conclusions or observations that are based on a specific set of data or samples collected. Example: "Given our sampling, we can conclude that the majority of participants prefer option A over option B."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

12 human-written examples

Some of these species may be more common than is apparent given our sampling method.

Plosone

Out of every field sown to a GMV, pollen would have spread to more than 10 fields in amounts sufficient to reach detectable frequencies given our sampling protocol (>4.5%).

Plosone

Given our sampling strategy, results are not statistically generalizable.

BMC Public Health

This assumption is plausible given our sampling procedure and large sample size of 706 households.

Global Health Action

Given our sampling techniques, we believe that we have a representative sample of those eligible to participate in the study.

BMC Women's Health

As expected given our sampling strategy, the government (through the CT program) supported all CT households; no other households reported government support in any form.

BMC International Health and Human Rights

Human-verified similar examples from authoritative sources

Similar Expressions

48 human-written examples

Given our sample size of bipolar patients, we were able to capitalize on this treatment trend for AP medications to conduct informative comparisons.

Nature

Nevertheless, acceleration should not affect our results given our sample period.

IZA Journal of Labor Economics

Given our sample criterion of identity, and assuming the transitivity of identity, P and P3 are counted the same, as are Q and Q3.

SEP

Years of education has a positive effect, though this is no longer significant with fixed effects—unsurprising, since, given our sample of adults, education does not change much over time 'within' individuals.

IZA Journal of Migration

There is a small difference giving women the slight edge, but it's within the margin of error given our sample size of just under 1,000 enrolled students.

Huffington Post

Expert writing Tips

Best practice

When using "given our sampling", clearly specify the details of your sampling method to provide context for your analysis and conclusions. This ensures transparency and allows readers to assess the validity of your findings.

Common error

Avoid overgeneralizing your findings beyond the scope of your sample. The phrase "given our sampling" acknowledges the limitations inherent in your data collection, and your conclusions should reflect those limitations.

Linguistic Context

The phrase "given our sampling" functions as a prepositional phrase that introduces a condition or context for the subsequent statement. It sets the scope for the validity or applicability of the findings. Ludwig confirms that this phrase is used correctly in written English.

Expression frequency: Uncommon

Frequent in

Science

85%

Formal & Business

8%

News & Media

7%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "given our sampling" is a grammatically sound prepositional phrase primarily used in formal and scientific contexts to acknowledge the limitations or specific conditions related to data collection. As confirmed by Ludwig, the phrase is correctly used to set the scope of research findings. While not exceedingly common, its usage underscores the importance of transparency and methodological awareness in academic and professional writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on our sampling

Focuses on the foundation of the conclusion, emphasizing the sampling process as the source of the evidence.

considering our sampling method

Highlights the importance of the methodology used in the sampling process.

in light of our sampling

Suggests an evaluative perspective, viewing findings within the context of the sampling strategy.

taking our sampling into account

Emphasizes the need to consider the sampling strategy when interpreting results.

with our sampling as a basis

Clearly states the sampling as the groundwork for subsequent analysis or conclusions.

according to our sampling procedure

Highlights the adherence to a specific, pre-defined sampling procedure.

as a consequence of our sampling

Indicates that certain results are a direct outcome of the sampling strategy.

reflecting our sampling approach

Emphasizes that the results are a direct mirror of the chosen sampling approach.

understanding our sampling constraints

Focuses on the limitations that the sampling method imposes on the conclusions.

recognizing the limits of our sampling

Acknowledges the boundaries within which the results should be interpreted, due to the sampling method.

FAQs

How can I use "given our sampling" in a sentence?

You can use "given our sampling" to acknowledge the limitations or specific context of your data collection methods. For example, "Given our sampling, we can only draw conclusions about this specific demographic".

What are some alternatives to "given our sampling"?

Some alternatives include "based on our sampling", "considering our sampling method", or "in light of our sampling".

When is it appropriate to use "given our sampling"?

It is appropriate to use "given our sampling" when you want to emphasize that your conclusions are specifically tied to the way you collected your data. It's particularly useful in research papers or reports where methodology is crucial.

What does "given our sampling" imply about the research?

It implies that the research findings are contingent on the sampling methods used, suggesting that different sampling techniques might yield different results. This promotes transparency and acknowledges potential biases.