equality of distribution

USAGE SUMMARY

The phrase "equality of distribution" is correct and usable in written English.
It can be used in contexts discussing fairness or balance in the allocation of resources, wealth, or opportunities. Example: "The organization aims to promote equality of distribution among its members to ensure that everyone has access to the same resources."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

And then there's the equality of distribution.

The Guardian

We have identified plausible aims of an SP as minimizing overall dissatisfaction (MOD) and maximizing equality of distribution (MED).

Engineering Applications of Artificial Intelligence

Under the null hypothesis of equality of distribution, the two markers were exchangeable.

Plosone

The Kolmogorov-Smirnov test for equality of distribution was used to compare 6 parameters between mice under different treatment conditions (saline treated, arginine-butyrate treatment, prednisone treatment, and a combination of prednisone and arginine-butyrate).

Plosone

To estimate the distribution of the difference in pAUC under the hypothesis of equality of distribution of the two markers to be tested, we converted data from two markers or combinations into triplicates of the form (Status, Marker 1 value, Marker 2 value).

Plosone

The equality of distribution of protein half-life ratios (Fig. 3B) was examined using a test of proportions.

Aging Cell

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

The Bottom-Up procedure preserves the equality of distributions Aω/EAω= dMω/EMω; a feature observed in real basins.

Geomorphology

A test of equality of distributions shows that the distributions are not the same.

IZA Journal of Migration

Equality (3.21) is the condition of the Riemann boundary value problem with discontinuous coefficient given on the real axis (this equality is being understood as the equality of distributions).

Boundary Value Problems

For continuous covariates, graphical analyses using quantile quantile plots and side-by-side boxplots, or Kolmogorov Smirnoff non-parametric tests of the equality of distributions can consider the full covariate distribution and thus be more informative [20, 23].

Health Economics Review

We include descriptive statistics as well as results of the Chi-squared test on the equality of distributions and Goodman Kruskal gammas (rank correlations) for both SR fund investor definitions in Table 1.

Business Research

Expert writing Tips

Best practice

When discussing resource allocation or statistical analysis, use "equality of distribution" to emphasize that the aim is to ensure resources are spread uniformly without bias.

Common error

Avoid using "equality of distribution" when you mean "equity of distribution". Equality implies sameness, while equity acknowledges different needs and provides accordingly. Ensure your choice reflects the intended meaning.

Linguistic Context

The phrase "equality of distribution" functions primarily as a noun phrase, often serving as the subject or object of a sentence. It refers to the concept of resources, rights, or outcomes being distributed evenly or uniformly. Ludwig AI confirms the phrase's acceptability and provides examples in various contexts.

Expression frequency: Uncommon

Frequent in

Science

76%

News & Media

12%

Formal & Business

12%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "equality of distribution" is a noun phrase used to describe the concept of evenly allocating resources, opportunities, or outcomes. Ludwig AI validates its correctness, showing it frequently appears in scientific, news, and formal business contexts. Although grammatically correct, it is important to distinguish it from "equity of distribution". Common statistical tests, such as the Kolmogorov-Smirnov test, often assess "equality of distribution" as a null hypothesis. While "equal distribution" can be a simpler alternative, "equality of distribution" maintains a formal tone, suitable for academic and professional writing. This analysis provides a foundation for using this phrase accurately and effectively.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

equitable distribution

Focuses on fairness and justice in how something is allocated, implying that distribution is not necessarily equal but is fair to all parties involved.

fair allocation

Highlights the impartiality and justness of the allocation process.

even distribution

Emphasizes a balanced or uniform allocation across a population or area.

balanced dissemination

Focuses on spreading information or resources in a proportional manner.

uniform allocation

Underscores the consistency and sameness of the distribution to all recipients.

proportional division

Highlights that the allocation is in direct proportion to a specific factor or need.

just apportionment

Implies a fair and rightful allocation of resources or responsibilities.

egalitarian distribution

Stresses the equality of all people and is a distribution based on this principle.

symmetrical dispersal

Indicates an arrangement or scattering that is balanced around a central point or axis.

consistent dissemination

Emphasizes the regular and dependable spreading of information or resources.

FAQs

How is "equality of distribution" used in statistical testing?

In statistical tests, "equality of distribution" often serves as a null hypothesis, suggesting that two or more samples come from populations with the same distribution. Tests like the Kolmogorov-Smirnov test are used to assess whether to reject this hypothesis.

What is the difference between "equality of distribution" and "equity of distribution"?

"Equality of distribution" means everyone receives the same amount, regardless of their needs. "Equity of distribution", on the other hand, means resources are allocated based on individual needs to ensure everyone has equal access to opportunities.

What are some contexts where "equality of distribution" is a relevant concept?

"Equality of distribution" is relevant in various fields, including healthcare (access to treatment), economics (wealth distribution), and statistics (comparing datasets). Its appropriateness depends on whether fairness necessitates equal shares versus adjusted allocations.

Can I use "equal distribution" instead of "equality of distribution"?

While "equal distribution" is a simpler phrase and often understandable, "equality of distribution" is more formal and precise, particularly in academic and scientific contexts. Choose the phrase that best fits the tone and audience.