Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
a distribution to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "a distribution to" is correct and usable in written English.
It can be used in contexts related to finance, economics, or data analysis when referring to the act of distributing something to a recipient or group. Example: "The company announced a distribution to its shareholders in the form of dividends."
✓ Grammatically correct
Science
News & Media
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
36 human-written examples
We present a distribution to approximate the maximum of a sequence of independent and identically Weibull distributed random quantities.
Science
He records the flowering dates of trees all over the university's campus and plots a distribution to work out when the flowering peak occurs.
News & Media
In a risky environment you can assign a distribution to your income and assets when forming your decision, but this is impossible in an uncertain environment.
News & Media
I would also need to make a distribution to the partners on the profit we made in 2011 — our bylaws called for a payout of $49,610, which for ease of calculation I rounded to $50,000.
News & Media
They said the company would have substantial cash balances of around £518m after the rail deal, which even after any acquisitions, could lead to a distribution to shareholders of some £300m or 37p a share: In our view the existing cash surplus could also precipitate interest from remaining suitors who may be keen to control its use.
News & Media
It allocates a distribution to all players in a game.
Human-verified similar examples from authoritative sources
Similar Expressions
23 human-written examples
For example, in [6] personalization task was performed in two phases: learning user-specific source classifiers and learning a distribution-to-classifier mapping via implementing dictionary learning.
For instance, Wolfe et al. [ 16] used the logarithmic transformation to transform a skewed distribution to a distribution that is approximately normal.
Science
Cali et al. [4] proposed an IEEE 802.11+ algorithm that uses a geometric distribution to approximate a uniform distribution.
The use of a probability distribution to select a location introduces randomness into the model.
A direct distribution to Tom would, of course, prompt a tax bill.
News & Media
Expert writing Tips
Best practice
When using "a distribution to", clearly define what is being distributed and to whom or what it is being distributed. This ensures clarity and avoids ambiguity.
Common error
Avoid assuming that the audience automatically understands the parameters or limitations of the "distribution". Explicitly state any conditions or qualifications associated with it to prevent misinterpretations.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "a distribution to" serves as a prepositional phrase, often functioning as an adjective modifying a noun. Ludwig AI confirms its usability in various contexts, primarily involving allocation or provision.
Frequent in
Science
50%
News & Media
38%
Formal & Business
12%
Less common in
Encyclopedias
0%
Wiki
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "a distribution to" is a versatile phrase used to indicate the recipient or target of an allocation, provision, or assignment. Ludwig AI shows its prevalence in scientific, news, and business contexts, confirming its grammatical correctness and practical applicability. The phrase can be used to describe various scenarios, from financial payouts to resource allocations. When using this phrase, clearly specify the recipient to avoid ambiguity. Consider alternatives like "allocating a distribution for" or "assigning a distribution to" for nuanced meanings. Always aim for clarity by defining the parameters of the distribution to ensure the audience understands its scope.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
allocating a distribution for
Focuses on the act of assigning or setting aside a distribution for a specific purpose.
assigning a distribution to
Emphasizes the act of designating a distribution to a specific recipient or category.
providing a distribution for
Highlights the action of making a distribution available for a particular reason.
giving a distribution to
Implies a direct transfer or allocation of a distribution to someone or something.
creating a distribution for
Focuses on the process of generating or establishing a distribution for a specific need.
offering a distribution to
Suggests the act of presenting or making available a distribution to a group or individual.
making a distribution towards
Emphasizes the contribution of a distribution to a broader goal or objective.
a distribution aimed at
Highlights that distribution has a target, a goal.
a distribution intended for
Stresses the planned or purposed destination of a distribution.
a sharing out to
Focuses on the act of dividing and giving portions of something to multiple recipients.
FAQs
How can I use "a distribution to" in a sentence?
You can use "a distribution to" to describe allocating resources, assigning probabilities, or providing benefits. For instance, "The company announced "a distribution to" its shareholders" or "We assigned "a distribution to" cancer slope factor values based on the relative risk estimates".
What are some alternatives to "a distribution to"?
Alternatives include phrases like "allocating a distribution for", "assigning a distribution to", or "providing a distribution for", depending on the specific context.
Is it always necessary to specify the recipient when using "a distribution to"?
While not always grammatically required, specifying the recipient clarifies the meaning and prevents ambiguity. For example, instead of saying "There will be "a distribution"", it's better to say "There will be "a distribution to" employees".
What's the difference between "a distribution to" and "a distribution for"?
"A distribution to" indicates the recipient of something, while "a distribution for" indicates the purpose or reason for the distribution. For instance, ""a distribution to" shareholders" versus "a distribution for charitable causes".
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested