a minimal set of data

USAGE SUMMARY

The phrase "a minimal set of data" is correct and usable in written English.
It can be used when referring to the least amount of information necessary for a specific purpose or analysis. Example: "To conduct the experiment, we only need a minimal set of data to ensure accurate results."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

Similar to the physical world, a minimal set of data is required to initiate social interaction.

EURASIP Journal on Information Security

In order to initiate a structure elucidation challenge a minimal set of data is required from the submitter.

Journal of Cheminformatics

For metadata generating, a minimal set of data is required, such as title, description, and essence file identifier.

EURASIP Journal on Wireless Communications and Networking

It is mandatory in all public and private hospitals where each admission triggers the collection of a minimal set of data holding administrative and clinical information.

BMC Medical Informatics and Decision Making

However, Klaunig et al. (2003) proposed a "minimal set of data elements" to support their PPARα MOA in rodents that consists of "PPARα agonism combined with light- or electron-microscopic evidence of peroxisome proliferation" or other markers of peroxisome proliferation.

Environmental Health Perspectives

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

To solve some of the issues associated with handling systems microscopy data, we have here proposed a minimal set of information for reporting system microscopy data, currently based on data derived from RNAi screens, but easily extendable to include other experimental methodologies.

Bioinformatics

First, a minimal set of information was retrieved from the on-line source, organized by journal title, which was used to link hand search data.

BMC Medical Informatics and Decision Making

Instead, a system capable of provisioning a VM containing a minimal set of software, data and file system layout would be advantageous.

Briefings in Bioinformatics

To determine the role of NoV and possible differences between different NoV strains in gastroenteritis outbreaks, a minimal set of epidemiologic data (setting, date of onset, number of persons affected, most probable mode of transmission, and number of hospitalizations) was collected for reported outbreaks.

Emerging Infectious Diseases

pRoloc provides the implementation for the phenoDisco novelty detection algorithm (Breckels et al., 2013) that, based on a minimal set of markers and unlabeled data, can be used to effectively detect new putative clusters in the data, beyond those that were initially manually described (Fig. 1).

Bioinformatics

Therefore, in the section GENERAL COMMENTS above, a minimal set of clinical and laboratory data requested from the referring physician or genetic counsellor has been defined.

European Journal of Human Genetics

Expert writing Tips

Best practice

When designing experiments or analyses, define "a minimal set of data" upfront to avoid collecting unnecessary information and streamline the process.

Common error

Ensure that your "minimal set of data" still provides sufficient context and detail to draw meaningful conclusions. Omitting key variables can lead to flawed or incomplete analyses.

Linguistic Context

The phrase "a minimal set of data" functions as a noun phrase. It acts as a subject or object within a sentence, referring to the smallest collection of data required for a specific purpose. Ludwig highlights that this phrase is often employed in scientific and academic contexts.

Expression frequency: Common

Frequent in

Science

70%

Academia

20%

News & Media

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "a minimal set of data" correctly refers to the smallest, most essential collection of information needed for a particular task or analysis. Ludwig AI confirms its grammatical correctness and common usage, particularly in scientific and academic contexts. When using this phrase, ensure that the data included is sufficient to achieve your objective without being unnecessarily extensive. Alternatives include "essential data subset" or "bare minimum data", but the original phrase remains a clear and widely accepted choice.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

essential data subset

Focuses on the idea of a subset containing only the most crucial data points.

bare minimum data

Emphasizes the absolute least amount of data required.

minimum necessary information

Highlights the informational aspect and the necessity of the data.

core data requirements

Stresses that these are requirements and focuses on the central data.

basic data package

Implies a packaged, fundamental set of data.

lean data collection

Suggests an efficient and streamlined approach to gathering data.

fundamental data elements

Highlights the elementary nature of the data components.

minimal variable group

Specifies that the minimal set is composed of variables.

reduced data set

Indicates that the data set has been deliberately shortened.

smallest sufficient dataset

Highlights the efficiency and effectiveness of the small data set.

FAQs

How can I effectively define "a minimal set of data" for my research?

Start by identifying your research question or objective. Then, determine the absolute minimum variables needed to address it. Prioritize essential data and avoid including extraneous information. This will help to streamline data collection and analysis.

What are some alternatives to using the phrase "a minimal set of data"?

You can use alternatives like "essential data subset", "bare minimum data", or "minimum necessary information" depending on the context.

Is it always beneficial to use "a minimal set of data" in research?

While using "a minimal set of data" can enhance efficiency, it's not always ideal. The goal is to strike a balance between simplicity and completeness. Sometimes a larger, more comprehensive dataset is needed to accurately address complex research questions.

What happens if my "minimal set of data" turns out to be insufficient?

If your initial "minimal set of data" proves inadequate, you may need to expand your data collection to include additional relevant variables. Pilot studies can help identify potential gaps in your data needs before committing to a full-scale study.