a cluster of methods

USAGE SUMMARY

The phrase "a cluster of methods" is correct and usable in written English.
It can be used to describe a group or collection of different techniques or approaches that are used together for a specific purpose. Example: "In our research, we employed a cluster of methods to analyze the data, including surveys, interviews, and statistical analysis."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

It is one of a cluster of methods that focus on identifying patterned meaning across a dataset.

BMC Pregnancy and Childbirth

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Using this method, a cluster of orthologous protein sequences were first retrieved and examinated for sequence similarity with the organisms of interest.

BMC Evolutionary Biology

The tool resides within a cluster of virtualization hosts and provides a method for almost instantaneous failover to a functioning "shadow" server from a failed server.

Forbes

Further, other methods, like factor-analytical methods, yield a clustering of variables and not of persons.

BMC Medical Informatics and Decision Making

Also, results of the differences between the two methods reveal a clustering of residuals when distance increases.

BMC Health Services Research

The study used a cluster sampling method based on that of the Expanded Program for Immunization the World Health Organization.

Health and Quality of Life Outcomes

PCA is a kind of a clustering statistical method which reduces the dimensionality of multivariate data to express the original variables as a particular linear combination of the principal components (PCs) in the score plots.

Natural Products and Bioprospecting

In countries with obligatory schooling, representative samples of children of school age can be obtained by selecting all, or a random sample, of the pupils of a representative sample of schools (a cluster-sampling method).

The Journal of Headache and Pain

Direct application of a clustering method for the automatic selection of representative clusters would take into account the inter-distances of data points resulting in biased large surface clusters that spread towards the centre of the feature space.

EURASIP Journal on Image and Video Processing

Changing data properties using data pretreatment may therefore enhance the results of a clustering method, while obscuring the results of a PCA analysis.

BMC Genomics

"Identification of Industrial Clusters and Complexes: A Comparison of Methods and Findings", by Stan Czamanski and Luiz Augusto de Q. Ablas.

Cornell University

Expert writing Tips

Best practice

When using "a cluster of methods", ensure the methods are related or used in conjunction with each other. This phrasing implies a deliberate grouping for a specific purpose. If the methods are disparate, consider using "a variety of methods" instead.

Common error

Avoid using "a cluster of methods" to describe a loosely connected or arbitrarily selected set of methods. This phrase suggests a cohesive and interconnected group, not just a random assortment. Ensure the methods have a logical relationship or shared application.

Linguistic Context

The phrase "a cluster of methods" functions as a noun phrase, acting as the subject or object in a sentence. It denotes a collection or grouping of techniques used to achieve a particular outcome. As indicated by Ludwig, this phrase is grammatically correct and suitable for use in various contexts.

Expression frequency: Uncommon

Frequent in

Science

60%

Academia

20%

News & Media

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "a cluster of methods" is a grammatically correct noun phrase that refers to a cohesive grouping of techniques used together for a specific purpose. As Ludwig AI confirms, the phrase is valid and usable in various contexts. While its frequency is uncommon, it is most often found in scientific and academic writing, indicating a formal and precise register. When using this phrase, it's crucial to ensure that the methods are indeed related and interconnected. Alternatives such as "a group of techniques" or "a range of approaches" may be more suitable depending on the specific context. Remember, it is better to describe the relationship between the methods rather than just using it in an arbitrary way.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a group of techniques

Replaces "cluster" with "group", focusing on the collection aspect rather than the arrangement.

a set of procedures

Substitutes both "cluster" and "methods" to provide a more formal alternative using "set" and "procedures".

a range of approaches

Replaces "cluster" with "range", suggesting a variety rather than a specific grouping, and "methods" with "approaches".

a collection of strategies

Uses "collection" in place of "cluster", emphasizing a deliberate gathering, and "strategies" for "methods".

an array of techniques

Replaces "cluster" with "array", suggesting an ordered arrangement, and retains a similar level of formality.

a suite of methodologies

Employs "suite" to convey a comprehensive collection and uses the more formal term "methodologies".

a compilation of processes

Focuses on the assembled nature of the methods by using "compilation" and specifying them as "processes".

a spectrum of tactics

Replaces "cluster" with "spectrum", implying a broad range, and uses "tactics" to suggest specific actions.

a body of practices

Uses "body" to represent a significant collection and specifies the methods as established "practices".

a compilation of means

Emphasizes the resources used through the term "means" and the fact that those are assembled with "compilation".

FAQs

What does "a cluster of methods" mean?

The phrase "a cluster of methods" refers to a group or collection of different techniques or approaches that are used together for a specific purpose or to achieve a common goal.

How can I use "a cluster of methods" in a sentence?

You can use it to describe the different ways you approach a problem or task. For example: "The research team employed "a cluster of methods" to analyze the data, including surveys, interviews, and statistical analysis".

What are some alternatives to saying "a cluster of methods"?

Alternatives include "a group of techniques", "a set of procedures", or "a range of approaches". The best choice depends on the specific context and desired nuance.

Is it more appropriate to say "a cluster of methods" or "a variety of methods"?

While both refer to multiple methods, "a cluster of methods" suggests a more cohesive and interconnected set, whereas "a variety of methods" implies a broader and potentially more diverse selection. Choose the phrase that best reflects the relationship between the methods.