range of variables

USAGE SUMMARY

The phrase "range of variables" is correct and usable in written English.
It can be used when discussing a set of different factors or elements that can vary in a particular context, such as in statistics, research, or analysis. Example: "In our study, we examined a range of variables that could influence the outcome of the experiment."

✓ Grammatically correct

Science

News & Media

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Van Ham co-authored the study, which measured a range of variables associated with segregation: income, occupational status, education and more.

The Guardian

Greater Manchester ranked 30th, performing more consistently across a range of variables including work-life balance, housing affordability and new businesses.

The Guardian

But the range of variables and possible outcomes looks unusually perplexing.

The Economist

Recurrent attempts have been made to reduce this range of variables to analytically manageable dimensions.

Encyclopedia Britannica

Determining this ratio is a difficult task, however, because of the wide range of variables involved.

Encyclopedia Britannica

Fares have a range of variables: the array of airlines serving the route, the number of daily flights, connecting flights and dozens of airline rules (things like passenger eligibility, seasonal restrictions and advance-purchase requirements).

The New York Times

Mr. Wertheimer wanted to create a computerized search that would return the best answers for a much wider range of variables chosen by the user -- for instance the lowest fares in a 24-hour period.

The New York Times

Table 3 Range of variables Sl. no.

Applied Water Science

Functionality encompasses a range of variables, from availability to security to sheer processing power.

TechCrunch

"There's a wide range of variables that are involved in buying and selling players.

BBC

The model was found to be significant for production within the range of variables employed.

AMB Express

Expert writing Tips

Best practice

When using "range of variables", be specific about the variables you're referring to, either by listing them or providing context. This ensures clarity and avoids ambiguity in your writing.

Common error

Avoid using "range of variables" without providing any context or examples. This can make your writing vague and uninformative. Always clarify what specific variables you are discussing.

Linguistic Context

The phrase "range of variables" functions as a noun phrase that typically acts as the object of a verb or the complement of a preposition. Ludwig AI confirms its correct usage. It refers to a collection of different factors that can vary in a given context, often used in research, analysis, or statistics.

Expression frequency: Very common

Frequent in

Science

61%

News & Media

28%

Encyclopedias

3%

Less common in

Formal & Business

0%

Reference

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "range of variables" is a grammatically sound and frequently used expression, particularly in scientific, academic, and analytical contexts. As Ludwig AI confirms, it's employed to denote a collection of varying factors under consideration. While it is widely accepted, ensure clarity by specifying the variables involved to avoid vagueness. Alternatives such as "variety of factors" or "array of parameters" can be used depending on the specific nuance you wish to convey. Its prevalence in authoritative sources like Science Magazine and The New York Times underscores its reliability in formal communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

variety of factors

Focuses on the diversity of elements involved, rather than their variability.

spectrum of elements

Implies a continuous sequence or scale of different components.

array of parameters

Highlights the structured and organized nature of the variables.

scope of indicators

Emphasizes the breadth or extent of the measures being considered.

collection of metrics

Suggests a compilation of measurements used for assessment.

set of determinants

Highlights the factors that influence a particular outcome.

cluster of attributes

Focuses on a group of characteristics or qualities.

gamut of features

Implies a full or complete extent of different aspects.

multitude of factors

Emphasizes a large number of elements, rather than their variability.

compendium of traits

Suggests a comprehensive list of characteristics.

FAQs

How can I use "range of variables" in a sentence?

You can use "range of variables" to describe a set of different factors or elements that can vary in a particular context. For example, "The study examined a "range of variables" that could influence the outcome of the experiment".

What are some alternatives to "range of variables"?

You can use alternatives like "variety of factors", "spectrum of elements", or "array of parameters" depending on the context.

Is it better to list the variables instead of saying "range of variables"?

Listing the variables provides more clarity and specificity. Using "range of variables" is acceptable when you want to refer to them collectively or when the specific variables are already understood within the context.

What does "range of variables" mean in statistical analysis?

In statistical analysis, "range of variables" refers to the set of independent and dependent variables being studied, which can vary and influence the results. Understanding this "range of variables" is essential for accurate interpretation.