are distributed according to

USAGE SUMMARY

The phrase "are distributed according to" is correct and usable in written English.
It can be used when describing how items, resources, or data are allocated or shared based on specific criteria or rules. Example: "The resources are distributed according to the needs of each department to ensure efficiency."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

In this case, the data support the assumption that stretches of mismatched base calls have components that are distributed according to Poisson distributions.

GigaScience

It has been shown that whatever the parameters value (in particular synaptic weights), spike trains are distributed according to a Gibbs distribution whose potential can be explicitly computed.

The Journal of Mathematical Neuroscience

The R t and r t are distributed according to the normal distributions where the means are w t ( i ) and -a sin ( 4 Θ ^ t ( i ) ), respectively.

EURASIP Journal on Audio, Speech, and Music Processing

In addition, group sizes are distributed according to a Poisson distribution [17].

Plosone

We assume that the different values are distributed according to a Gaussian distribution.

Bioinformatics

Our nucleosome model assumes that our random variables are distributed according to a normal distribution.

Bioinformatics

The "relaxed" clock method was used in which rates along branches are distributed according to a lognormal distribution [ 34].

BMC Evolutionary Biology

A Lévy flight random walks (a sequence of displacements) in which the increments are distributed according to a heavy-tailed probability distribution form the α-stable distribution family.

International Journal of Electrical Power & Energy Systems

Assume that two independent random samples are distributed according to a log-logistic distribution (LLD).

Mathematical Sciences

The two error terms, ( {varepsilon}_{igmt}^C ) and ( {varepsilon}_{igmt}^L ), are distributed according to a joint normal distribution with a mean of zero.

IZA Journal of Migration

The peptides in the initial ensemble are distributed according to an unknown discrete distribution G0.

Bioinformatics

Expert writing Tips

Best practice

When using "are distributed according to", ensure that the criteria or rules governing the distribution are clearly stated to avoid ambiguity.

Common error

Avoid stating that things "are distributed according to" without specifying what they are distributed according to. Be precise about the governing factors.

Linguistic Context

The phrase "are distributed according to" functions as a verb phrase indicating how something is allocated or spread based on a defined rule or system. As Ludwig AI highlights, the phrase appears across a wide range of contexts.

Expression frequency: Very common

Frequent in

Science

65%

News & Media

21%

Formal & Business

6%

Less common in

Wiki

4%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "are distributed according to" is a versatile expression used to describe how items or resources are allocated based on specific criteria or rules. Ludwig AI confirms its widespread use across various fields including science, news, and formal business. While grammatically correct and widely accepted, it's essential to specify the criteria guiding the distribution for clarity. Alternatives like "are allocated based on" or "are assigned according to" can offer subtle shifts in emphasis. Overall, mastering the use of "are distributed according to" can enhance precision and clarity in writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

are allocated based on

Focuses on the allocation process, implying a deliberate assignment.

are assigned according to

Highlights the assignment aspect, suggesting a designated distribution.

are apportioned in line with

Emphasizes proportionality and adherence to a guideline.

are spread based upon

Indicates a spreading or dispersal method following particular principles.

are disseminated according to

Focuses on the act of spreading information based on a defined procedure.

are divided according to

Highlights the division aspect of the distribution.

are shared in accordance with

Stresses the sharing aspect and compliance with specific rules.

are determined by

Indicates that the distribution is a direct consequence of certain factors.

follow the pattern of

Suggests that the distribution mimics a certain established arrangement.

are governed by the principles of

Emphasizes that the distribution is managed or controlled by a particular set of rules.

FAQs

How can I use "are distributed according to" in a sentence?

Use "are distributed according to" to explain how items or resources are allocated based on specific criteria. For example, "The grants "are distributed according to" a formula."

What are some alternatives to "are distributed according to"?

You can use alternatives such as "are allocated based on", "are assigned according to", or "are shared in accordance with" depending on the specific context.

Is it better to use "distributed according to" or "distributed by"?

"Distributed according to" emphasizes the rules or criteria of the distribution, whereas "distributed by" emphasizes the agent or entity doing the distributing. The choice depends on what you want to highlight.

What does it mean when something "are distributed according to" a Poisson distribution?

It means the occurrences of an event are random and independent, and the probability of an event occurring within a specific interval is proportional to the length of that interval. The group sizes "are distributed according to" a Poisson distribution.