demanding variables

USAGE SUMMARY

The phrase "demanding variables" is correct and usable in written English.
It can be used in contexts where you are discussing variables that require significant attention, resources, or effort to manage or analyze. Example: "In our research, we encountered several demanding variables that complicated our data analysis process."

✓ Grammatically correct

Business

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

The demanding variables of today's global business can become overwhelming, leaving business leaders feeling like simply keeping their businesses operating on the day to day is a feat in and of itself, leaving little planning for strategically tackling the challenges of tomorrow.

Forbes

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

The DWR report includes data on the various fresh water supply and demand variables for regions across California.

Nature

We consider simple management options to depict how a change in annual supply and demand variables affect changes in groundwater storage.

Nature

We also discuss and project potential management strategies across different annual supply and demand variables and how they affect changes in groundwater storage.

Nature

Joint probabilistic characteristics of key structural demand variables due to intense ground shaking are important for quantitative seismic loss estimation.

Structural Safety

While the results here are empirically derived, the modeling approach may be expanded for other structural systems subject to multiple loadings or demand variables.

Engineering Structures

The uncertainty sources that are explicitly considered are the model structural error that arises from the DWR supply and demand variables, the measurement error applied for the USGS and GRACE data, and the parametric uncertainty that was obtained for the groundwater recharge parameter through the Markov Chain Monte Carlo (MCMC) sampling.

Nature

Equation (4) is difficult to define explicitly in terms of load demand variables.

Journal of Modern Power Systems and Clean Energy

Djukic et al. [20] proposed the reduction and approximation of OD demand variables based on principal component analysis (PCA).

European Transport Research Review

where P is the price of Y, S is the level of food safety, Q is the vector of product quality attributes other than food safety, and Z is the vector of other demand variables.

Agricultural and Food Economics

Upfront pricing automatically calculates several supply-and-demand variables including the time of day, distance to the destination, traffic conditions, toll fees and surge rates to arrive at a total cost.

Los Angeles Times

Expert writing Tips

Best practice

When using "demanding variables", ensure you clearly define which aspects of the variables make them demanding. Specify whether it is due to complexity, data requirements, or computational intensity to provide clarity to your audience.

Common error

Avoid using "demanding variables" without clarifying what makes them demanding. Ambiguity can confuse readers. Instead of simply stating "demanding variables", explain the specific challenges they pose, such as high computational cost or complex data requirements.

Linguistic Context

The phrase "demanding variables" functions as a noun phrase where the adjective "demanding" modifies the noun "variables". According to Ludwig, this phrase is usable in written English. It describes variables that require significant effort or resources.

Expression frequency: Rare

Frequent in

Science

67%

News & Media

22%

Formal & Business

11%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "demanding variables" describes factors requiring significant effort or resources. Ludwig confirms that the phrase is grammatically sound and suitable for use. While primarily seen in scientific contexts, it also appears in news and business domains. When using this phrase, ensure you clarify the specific challenges these variables present to avoid ambiguity. Alternatives such as "challenging factors" or "complex parameters" can be considered depending on the specific context. Use this term when you want to convey that certain variables place a significant strain on resources or require considerable attention.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

challenging factors

Emphasizes the difficulty and complexity of the factors involved.

complex parameters

Highlights the intricate nature and interdependence of the parameters.

critical determinants

Focuses on the decisive impact and importance of the determinants.

difficult variables

Directly indicates the variables present difficulties in handling or understanding.

onerous constraints

Highlights that the constraints are burdensome and difficult to manage.

significant influences

Indicates that the influences have considerable importance or effect.

problematic aspects

Focuses on aspects that are causing issues or difficulties.

exacting requirements

Stresses the high standards and precision needed to meet the requirements.

complicated elements

Highlights the intricacies and complexities of the elements.

stringent criteria

Indicates that the criteria are strict and demanding.

FAQs

How can I use "demanding variables" in a sentence?

You can use "demanding variables" to describe factors that require significant resources or effort to manage, such as, "In our research, we encountered several demanding variables that complicated our data analysis process."

What are some alternatives to "demanding variables"?

Some alternatives to "demanding variables" include "challenging factors", "complex parameters", or "critical determinants", depending on the context.

When is it appropriate to use the term "demanding variables"?

It's appropriate to use "demanding variables" when referring to factors that place significant strain on resources, time, or expertise. This phrase is suitable for academic, business, and technical contexts.

What makes a variable "demanding"?

A variable can be considered "demanding" if it requires extensive data collection, complex analysis, or significant computational resources. It can also be demanding if it is highly sensitive to changes or has a significant impact on outcomes.