from a numerical perspective

USAGE SUMMARY

The phrase "from a numerical perspective" is correct and usable in written English.
It can be used when discussing or analyzing a situation, data, or concept specifically in terms of numbers or quantitative analysis. Example: "From a numerical perspective, the company's profits have increased by 20% over the last year."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

From a numerical perspective, the revision isn't alarming, considering that Wall Street has heard other tech companies' slash their quarterly expectations from a profit to a loss.

Forbes

From a numerical perspective, any computer simulation would involve rediscretizing space and then solving a time-discretized version of the resulting stochastic neural field equation.

The Journal of Mathematical Neuroscience (JMN)

From a numerical perspective in 4 of 5 experiments, carcass-adjusted final BW, total BW gain, ADG, and HCW were increased for SC-SP compared with RXS.

The Professional Animal Scientist

We review the field of orogen-scale landscape evolution from a numerical perspective, summarize the most prominent modelling concepts and their implications for the fluvially-driven development of mountain topography, and finally evaluate their applicability for understanding real-world orogens.

Earth-Science Reviews

From a numerical perspective using numerical modelling (smeared crack approach), the overall behaviour of beams reinforced with TRC (or the hybrid solutions) based only on the textile "efficiency factor" (or the average contribution of the filaments) as a calibration coefficient was found to be significantly satisfactory.

Composite Structures

From a numerical perspective, it may not make economic sense to place two professors simultaneously in one interdisciplinary classroom for a semester.

CBE Life Sciences Education

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

The singularities in Dromo are characterized in this paper, both from an analytical and a numerical perspective.

Advances in Space Research

The Tabular Summary located within the profile editing panel provides a numerical perspective on the process (Figure 11).

Plosone

Associated numerical methods for the processing of uncertainty through structural computations are elucidated and considered from a numerical efficiency perspective.

Computers & Structures

Such specifications typically include not only discrete-time and discrete-event behavior, but also continuous-time behavior that is stiff from a numerical integration perspective.

Control Engineering Practice

The axial and torsional response of helical bodies as well as their inner coupling has been in depth analyzed, both from an analytical and a numerical modeling perspective.

International Journal of Mechanical Sciences

Expert writing Tips

Best practice

Use “from a numerical perspective” to emphasize an objective, data-driven analysis, rather than subjective opinions.

Common error

Avoid using "from a numerical perspective" when discussing topics that do not involve quantifiable data or mathematical analysis. This can make your writing sound awkward or pretentious.

Linguistic Context

The phrase "from a numerical perspective" functions as an adverbial phrase. It modifies a statement by specifying that it is being considered or evaluated using numerical data or mathematical principles. Ludwig confirms the correctness and usability of the phrase.

Expression frequency: Uncommon

Frequent in

Science

57%

News & Media

29%

Formal & Business

14%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "from a numerical perspective" is a grammatically correct and usable phrase that serves to introduce a quantitative or data-driven viewpoint. As Ludwig AI confirms, this phrase is most appropriate in formal, scientific, or professional contexts, as shown through the examples provided. While alternatives like "from a quantitative viewpoint" or "from a mathematical standpoint" exist, this phrase is best used when the analysis specifically involves numerical data and calculations. Avoid using "from a numerical perspective" in contexts that are primarily qualitative or subjective to ensure clarity and precision.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

from a quantitative viewpoint

Focuses on quantifiable data rather than numerical methods.

from a mathematical standpoint

Emphasizes the underlying mathematical principles.

in numerical terms

Highlights expressing something using numbers.

using numerical analysis

Focuses on analyzing data with numerical methods.

quantitatively speaking

Highlights a quantitative approach to communication.

from a statistical angle

Emphasizes statistical rather than general numerical considerations.

assessed numerically

Focuses on the process of numerical assessment.

in terms of figures

Focuses on financial figures and numerical data.

on a numerical scale

Describes placement on a predefined numerical system.

by numerical evaluation

Highlights evaluating something using numerical methods.

FAQs

How can I use "from a numerical perspective" in a sentence?

You can use "from a numerical perspective" to introduce a quantitative analysis or viewpoint. For example, "From a numerical perspective, the company's profits increased by 20% last year".

What phrases are similar to "from a numerical perspective"?

Similar phrases include "from a quantitative viewpoint", "from a mathematical standpoint", or "in numerical terms", all of which emphasize a data-driven or mathematical approach.

Is it appropriate to use "from a numerical perspective" in informal writing?

While grammatically correct, "from a numerical perspective" is generally more suitable for formal or technical writing. In informal contexts, consider using simpler alternatives.

What is the difference between "from a numerical perspective" and "from a statistical perspective"?

"From a numerical perspective" is broader, referring to any quantitative or mathematical viewpoint. "From a statistical perspective" specifically refers to the analysis of data using statistical methods.