numerical rationale

USAGE SUMMARY

The phrase "numerical rationale" is correct and usable in written English.
It can be used when discussing the reasoning or justification behind numerical data or quantitative analysis in various contexts, such as research, finance, or statistics. Example: "The numerical rationale for the project's budget was clearly outlined in the report, demonstrating the expected return on investment."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Environmentalists fear that the search for the perfect numerical rationale will result in endless delays.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Here, we present results of numerical simulations which provide a rationale for such a seemingly illogical yet effective interfacial system.

Mechanics of Materials

The human POD will be divided by various factors to produce a human RfD, although these factors will need to differ both in rationale and in numerical value from those presently applied to in vivo data.

Environmental Health Perspectives

The rationale for designing atmospheric numerical model dynamical cores with certain conservation properties is reviewed.

Journal of Computational Physics

In the following introduction, we first describe these two numerical systems and then portray the rationale behind the method used to explore whether DD adults are deficient in one or both of these systems.

Behavioral and Brain Functions

Finally, two numerical examples are analyzed to illustrate the rationale and accuracy of the modified PDEM with Bayesian updating.

Structural Safety

It also highlights the rationale for the design of numerical and graphical solvers for urban propagation, with one example of realization.

Wireless Networks From the Physical Layer to Communication, Computing, Sensing, and Control

Before we present our numerical results, we want to discuss the rationale for introducing the two randomization schemas.

Plosone

Obviously, this type of result was also produced for the other planned headways tested: the structure and the rationale are the same, but the numerical values provided are different and the number of runs rises as the headway decreases.

Urban Rail Transit

Overall, these results provide a microscopic rationale for extending constraint counting from chalcogenides to complex oxides, and also a numerical basis for recent functional forms of temperature-dependent constraints proposed from energy landscape approaches.

Journal of Non-Crystalline Solids

It should be noted, however, that this estimation is used without a rationale except an illustrative interpretation of the CFL condition, albeit it can be backed by numerical examples.

Computer Methods in Applied Mechanics and Engineering

Expert writing Tips

Best practice

When using the phrase "numerical rationale", ensure that the numerical data is clearly presented and directly supports the conclusion or decision being justified.

Common error

Avoid presenting numerical data without sufficient context or explanation. A "numerical rationale" should always be accompanied by a clear explanation of why the numbers are relevant and how they support the overall argument.

Linguistic Context

The phrase "numerical rationale" serves as a noun phrase that encapsulates the idea of providing a justification or reason that is fundamentally based on numerical data and analysis. Ludwig's examples show it often prefaces explanations in scientific or technical contexts.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

30%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "numerical rationale" refers to a justification or explanation that is grounded in numerical data and analysis. As Ludwig AI confirms, this phrase is grammatically correct and suitable for use in formal writing, particularly in scientific, academic, and technical contexts. While relatively uncommon, its use signals a commitment to objectivity and precision. When employing this phrase, ensure that the numerical data is clearly presented and directly relevant to the conclusion. Consider alternatives like "quantitative justification" or "data-driven explanation" for variety. By providing a solid "numerical rationale", you enhance the credibility and persuasiveness of your argument.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

quantitative basis

Specifies that the basis of the rationale is quantitative data or analysis.

quantitative justification

Emphasizes the use of quantifiable data as the basis for justification.

data-driven explanation

Highlights that the explanation is derived from and supported by data.

statistical reasoning

Focuses on the use of statistical methods to support the reasoning process.

analytical justification

Emphasizes the analytical methods used to support the justification.

mathematical justification

Uses mathematical principles as the basis for supporting a claim or decision.

evidence-based reasoning

Generalizes to any form of evidence, not just numerical, supporting the rationale.

logical framework

Focuses on the logical structure supporting a numerical analysis.

empirical basis

Highlights that the rationale is based on observation or experiment.

computational argument

Indicates that the argument is based on computational results.

FAQs

How can I effectively use "numerical rationale" in a sentence?

Use "numerical rationale" to introduce a justification or explanation that is based on quantitative data. For example: "The project's success hinges on a solid "quantitative justification", ensuring resources are allocated efficiently."

What are some alternatives to "numerical rationale"?

Depending on the context, you could use phrases like ""quantitative justification"", "data-driven explanation", or "statistical reasoning" to convey a similar meaning.

When is it appropriate to use "numerical rationale" in academic writing?

It's appropriate when discussing quantitative research, statistical analysis, or any situation where decisions or conclusions are supported by numerical data. Ensure that the "evidence-based reasoning" is clearly presented and well-supported by the data.

What distinguishes "numerical rationale" from other types of rationales?

"Numerical rationale" specifically implies that the justification is based on numerical data and analysis, whereas other rationales might rely on qualitative factors, expert opinions, or theoretical arguments. Focus on data and a "logical framework" to support your reasoning.