affected by sampling

USAGE SUMMARY

The phrase "affected by sampling" is correct and usable in written English.
It can be used in contexts related to statistics, research, or data analysis to indicate that results or outcomes are influenced by the process of sampling. Example: "The results of the survey were significantly affected by sampling, leading to potential biases in the findings."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

Calibration experiments showed that equilibrium partition coefficients could be used for calculating concentrations in the vapour reservoir source from concentrations in the SPME coating after a 1-min microextraction and that the reservoir concentration was insignificantly affected by sampling.

Journal of Contaminant Hydrology

At all sampling scales, the sets of selected RLs accurately estimated the field mean for the entire study period by using offset estimates, and the estimate accuracy was not affected by sampling scale.

Journal of Hydrology

Even if there might be missing proteins or complexes as a result of experimental limitation of detecting heterodimer complexes, the degree distribution would not be severely affected by sampling.

BMC Systems Biology

Carbon and nitrogen measurements matched previous measurements of leaves of E. acroides (Yamamuro et al., 2004) and were not affected by sampling site, suggesting that the substrate type, i.e. the seagrass leaf, was not confounded between sampling sites.

Environmental Microbiology Reports

Number of bacterial (upper panel) and eukaryotic (lower panel) taxa potentially affected by sampling site and the direction of that effect (increase in abundance/diversity); in brackets: number of taxa unique to that site.

Environmental Microbiology Reports

[For brevity, we drop the binning procedure of averaging over SNP pairs (x, y) at distance | x − y| ≈ d here.] The value of the random variable z x, y) is affected by sampling noise as well as genetic drift between A and B, while the random variables δ′(x) and δ′ y) are outcomes of genetic drift between A′ and B′.

Genetics

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

Although packing density is not affected by sample shape (cube versus cuboid), initial modulus is affected by sample shape.

International Journal of Solids and Structures

Additionally, kinetics and, to a lesser extent equilibrium solubilities, are affected by sample history and conditions of sample exposure.

Polymer

In contrast, observed protein biomarker concentrations were significantly affected by sample types, with median correlation of 0.99 (0.33–1.00) and a median % difference of − 10 (− 55 to 23).

Journal of Immunological Methods

The results show that this model well captures the significant features of plastic deformation at micron scale: (1) strain bursts are strongly affected by sample size.

International Journal of Solids and Structures

While the flight duration could be affected by sampler payload (3.2 4.6 kg) and meteorological conditions, the 57 sampling flights, ranging from 4 to 12 min, were typically terminated when the plume concentrations of CO2 were diluted to near ambient levels.

Atmospheric Environment

Expert writing Tips

Best practice

When using "affected by sampling", clearly specify what aspect is affected and, if possible, how the sampling influences the outcome. This adds clarity and strengthens your analysis.

Common error

Avoid stating that something is "affected by sampling" without providing context. Explain which specific results or conclusions are influenced, and ideally, the nature of that influence (e.g., skewed distribution, reduced accuracy).

Linguistic Context

The phrase "affected by sampling" functions as a passive construction, indicating that something has been influenced or altered as a result of the sampling process. As Ludwig AI highlights, this often relates to statistics, research, and data analysis where outcomes are influenced by sampling methods.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "affected by sampling" is a grammatically sound phrase used to express the influence of sampling methods on results. Ludwig AI confirms its validity and common usage in scientific contexts. When using this phrase, strive for clarity by specifying what is affected and how the sampling influences the outcome. While often implying potential bias, its neutrality depends on context. This phrase is mainly employed in formal and scientific settings, signifying its place in technical discussions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

influenced by the sampling method

Specifies the sampling method as the influencing factor.

impacted by the sampling procedure

Highlights the procedure of sampling and its impact.

biased due to sampling techniques

Emphasizes the introduction of bias through sampling.

contingent on the sampling strategy

Indicates the results are dependent on the strategy used for sampling.

sensitive to the sampling approach

Suggests the outcome is easily influenced by the sampling approach.

dependent on sampling design

Highlights the sampling design as a key determinant.

compromised by the sampling process

Indicates that the sampling process may have negatively affected the results.

reflects the sampling variations

The results mirrors the differences caused by sampling.

is a function of the sample collection

The results is mathematically linked to how sample was collected.

results are traced back to sampling

Establishes a cause-and-effect relationship between sampling and outcome.

FAQs

How can I use "affected by sampling" in a sentence?

You can use "affected by sampling" to indicate that the results or conclusions of a study or analysis have been influenced by the way the data was sampled. For example: "The accuracy of the model was significantly "influenced by sampling" methods."

What are some alternatives to "affected by sampling"?

Alternatives include "influenced by sampling method", "impacted by sampling procedure", or "biased due to sampling techniques". The choice depends on the specific nuance you want to convey.

Is it always negative to say something is "affected by sampling"?

Not necessarily. While it often implies a potential source of bias or error, it can also be a neutral observation that the sampling method has shaped the results in a particular way. The context determines whether it's a positive, neutral, or negative statement.

How does sample size relate to something being "affected by sampling"?

Smaller sample sizes are generally more susceptible to being "affected by sampling" because each data point has a greater influence on the overall results. Larger, more representative samples tend to minimize the impact of individual sampling variations.