structured sampling

USAGE SUMMARY

The phrase "structured sampling" is correct and usable in written English.
It can be used in contexts related to research, data collection, or statistical analysis where a systematic approach to sampling is being described. Example: "In our study, we employed structured sampling to ensure that our data accurately represented the population."

✓ Grammatically correct

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

In this talk, I will describe how "sparse structured sampling" strategies and the use of "priors" in the form of correlation of the data can dramatically push the limits of extraction of low dimensional information buried in high dimensional data (e.g. the spatio temporal signal received by an array of sensors), much beyond what is guaranteed by existing methods.

Massachusetts Institute of Technology

TDR surveillance may be performed through comprehensive surveillance or through structured sampling methods [4].

Plosone

One name for this is structured sampling (discussed further below).

Stanford University

This would be promoted by a structured sampling approach, based on standard habitat mapping procedures.

Journal of Environmental Management

We formulate a detection model that takes into account, in addition to structured sampling for incursive NIS, incidental detection by untrained workers.

Journal of Environmental Management

In a structured sampling program, the seasonal patterns of host plant use by Thrips tabaci Lindeman, Frankliniella occidentalis Pergrande and F. schultzei Trybom (Thysanoptera: Thripidae) were quantified in relation to their invasion of cotton crops.

Agriculture, Ecosystems & Environment

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

Among them, the sponge-type structured sample showed the largest surface area per unit volume.

Nanoscale Research Letters

As model MIX did not overcome the stratification present in our highly structured sample we applied a two stage approach.

BMC Genomics

Overall, our methods are composed of three parts: (1) structure sampling, (2) energy matrix generation, and (3) binding energy calculation (Figure 1).

Plosone

Ye Ding's Sfold program [ 23] was the first to introduce stochastic structure sampling.

Algorithms for Molecular Biology

Such methods allow enhanced structure sampling that may not be accessible to more costly ab initio methods.

Accounts of Chemical Research

Expert writing Tips

Best practice

When describing research methodologies, use "structured sampling" to clearly indicate a systematic and pre-planned approach to data collection.

Common error

Avoid using "structured sampling" when the data collection method was genuinely random. "Structured sampling" implies a deliberate design, not a lack of planning.

Linguistic Context

The phrase "structured sampling" functions as a noun phrase, typically used to describe a specific methodology within research or data collection. It indicates a planned and organized approach to selecting samples, as supported by Ludwig's examples.

Expression frequency: Common

Frequent in

Science

75%

Academia

25%

News & Media

0%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "structured sampling" is a noun phrase denoting a systematic approach to data collection, most frequently encountered in scientific and academic contexts. Ludwig AI confirms that the phrase is grammatically sound and commonly used. When writing, remember that "structured sampling" implies a deliberate design rather than a random selection. Alternatives include "systematic sampling" and "stratified sampling", each with slightly different connotations. Always ensure the term accurately reflects your methodology to avoid misinterpretation. The expert rating is positive due to the term's grammatical correctness and consistent use in authoritative sources.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

systematic sampling

Emphasizes the methodical and planned nature of the sampling process.

stratified sampling

Highlights the division of the population into subgroups before sampling.

organized sampling

Focuses on the well-arranged and planned aspect of the sampling method.

planned sampling

Underscores the deliberate and intentional nature of the sampling design.

methodical sampling

Highlights the careful and systematic application of the sampling technique.

orderly sampling

Suggests a sampling process that follows a specific sequence or arrangement.

controlled sampling

Emphasizes the management and regulation of the sampling procedure to minimize bias.

representative sampling

Aims to obtain a sample that accurately reflects the characteristics of the population.

purposeful sampling

Highlights the specific goals and objectives guiding the selection of samples.

designed sampling

Focuses on the deliberate and pre-defined structure of the sampling strategy.

FAQs

What does "structured sampling" mean?

"Structured sampling" refers to a methodical approach to selecting samples, often employing specific criteria to ensure representativeness or to target particular subsets of a population.

How is "structured sampling" different from random sampling?

Unlike random sampling, where every member of the population has an equal chance of being selected, "structured sampling" involves a deliberate selection process guided by predetermined rules or criteria.

When should I use "structured sampling" in research?

Use "structured sampling" when you need to ensure representation from specific groups within a population or when you have particular characteristics you want to examine closely. This contrasts with /s/random+sampling.

What are some alternatives to "structured sampling"?

Depending on the context, you could use "systematic sampling", "stratified sampling", or "purposeful sampling" as alternatives to "structured sampling".