compatible sampling

USAGE SUMMARY

The phrase "compatible sampling" is correct and usable in written English.
It can be used in contexts related to research, data collection, or statistical analysis where the sampling methods align with the requirements of a study or experiment. Example: "In order to ensure the validity of our results, we need to implement compatible sampling techniques that align with our research objectives."

✓ Grammatically correct

Science

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

A 1 metre long differential pumping section between the beamline optics and the second endstation area permits the analysis of non-UHV compatible samples, making the beamline suitable for many environmental or biological experiments.

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

In addition, these results offered that the most blood compatible samples were those which irradiated with 5 pulses of laser and the one treated 4 minutes in oxygen plasma.

Progress in Biomaterials

If this assumption holds true, then one would expect to have most dataset points residing within a "strip" of a given width around the best fit curve calculated for a subsample (i.e., model compatible samples).

Journal of Cheminformatics

It is important to note that the size of the "strip" (which ultimately determines the number of model compatible samples) may vary between libraries and should be specifically chosen for each library.

Journal of Cheminformatics

Because sample collection methods will influence the laboratory analysis, all exposure assessment studies should start with contacting the appropriate laboratory to ensure compatible sample collection methods.

Environmental Health Perspectives

Acetic acid (70%) provided lower conductivity than 0.25% formic acid and was evaluated as low ionic-strength and a CZE MS compatible sample buffer with good protein solubility.

Analytical Chemistry

The second BSE compatible sample (TR041528) was later clearly identified as a case of atypical scrapie as defined by its migration pattern (34 ).

Emerging Infectious Diseases

In the initial stages, these included reaching agreement on the terms of data access and the recruitment of suitable (ethically compatible) sample sets, the release of data using an appropriately secure and managed mechanism, and the establishment of a system for sustainable data sharing once the project had ended.

Genome Medicine

Supplementary videos were rendered by low-pass filtering LFP and AMUA signals at 100 Hz and decimating them in the time domain with factors 560 (for real-time speed), 56 (for 0.1× speed), or 22 (for 0.04× speed) to obtain video-compatible sampling rates of 25 Hz.

BMC Biology

Other manufacturers have thrown their hats into the ring as well Qiagen has developed an Agilent- and Affymetrix-compatible sample preparation protocol for their BioRobot Universal system, and Hamilton Robotics offers a similar sample-preparation method for their MICROLAB STAR platform that also is compatible with Illumina's BeadChip format.

Nature

RANSAC scores a model based on the number of model-compatible samples from within the training set.

Journal of Cheminformatics

Expert writing Tips

Best practice

When designing a study, ensure your "compatible sampling" methods are clearly defined and justified in your research proposal. This strengthens the validity and reliability of your findings.

Common error

Avoid using "compatible sampling" loosely; always ensure that you have checked that your variables are indeed compatible, such as data types and range. Unverified assumptions can lead to flawed results.

Linguistic Context

The phrase "compatible sampling" functions as a descriptive term, indicating a sampling approach that is well-suited and harmonious with the research objectives or other sampling methodologies. Given the scientific context where it is mostly found, as also Ludwig suggests, it provides a more precise and accurate description of the sampling process.

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Ludwig's WRAP-UP

In summary, "compatible sampling" describes a sampling method carefully chosen for its suitability and alignment with research goals, often in scientific contexts. As suggested by Ludwig, it ensures that the data obtained can be reliably analyzed and used. While sources and examples are currently limited, understanding this phrase is crucial for researchers aiming for methodological rigor.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

suitable sampling

Indicates the appropriateness of the sampling method for the specific context or requirements.

appropriate sampling

Similar to suitable sampling but may imply a more formal or regulated setting.

aligned sampling

Highlights the parallel or synchronized nature of the sampling with respect to the study goals.

matching sampling

Implies that the sampling method is carefully selected to correspond to specific criteria or conditions.

well-matched sampling

Stresses the high degree of compatibility and suitability between the sampling and the objectives.

harmonized sampling

Emphasizes the uniformity and consistency across different sampling methods.

integrated sampling

Highlights the merging of different sampling techniques into a unified approach.

consistent sampling

Focuses on the reliability and predictability of the sampling approach.

coordinated sampling

Emphasizes the organized and collaborative nature of the sampling process.

synchronized sampling

Suggests the timing or execution of the sampling is coordinated in a particular way.

FAQs

How can I ensure I'm using "compatible sampling" in my research?

To use "compatible sampling" effectively, define your research objectives, understand your population, and select sampling methods that align with both. Pilot testing can help identify potential compatibility issues before full-scale implementation.

What does "suitable sampling" mean, and how does it differ from "compatible sampling"?

"Suitable sampling" generally refers to selecting a sampling method that is appropriate for the research question and available resources. "Compatible sampling" emphasizes the alignment of different sampling methods or data types within a study.

Are there specific statistical tests that are more appropriate for data collected through "compatible sampling" methods?

The choice of statistical test depends on the nature of your data and research question, not just the sampling method. However, if combining data from different sampling approaches, consider tests that account for potential biases or variations introduced by each method.

What are some alternatives to saying "compatible sampling"?

Depending on the context, you could use phrases like "harmonized sampling", "aligned sampling", or "integrated sampling" to convey similar meanings.