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The phrase "as a single distribution" is correct and usable in written English
It can be used in contexts where you are discussing data, statistics, or probability, indicating that multiple elements are being considered collectively as one entity. Example: "The data from all experiments were combined and analyzed as a single distribution to determine overall trends."
Exact(2)
In Figure 2, we show all of the 41 RAL lines we genotyped as a single distribution.
We now model the complicated distribution of the random AUC, a weighted sum of chi-square random variables, as a single distribution ≈ cχ R by the standard method of equating moments.
Similar(58)
By combining single probe data across multiple samples, we consider the entire population of probe expression values (gene values) as derived from a single distribution.
Sample calculations are presented for a mixture with a single distribution function as well as for mixtures with two widely separated distributions ("dumbbell" mixtures, composed of very light and very heavy fractions).
These numbers of course report the distances as if they were sampled from a single distribution, and a priori it might be thought (for example) that sequences with TEs evolve at different rates than those without.
The founding hypothesis is a multi-modal distribution assumption, i.e. the probability density is a linear combination of several Weibull distributions; thus a simplified evaluation of a single distribution is proposed as an approximation of the most damaging part of the counted cycles instead of the most frequent range occurrences.
Note that since both of these networks are fully connected there is a single distribution that serves as the null model for each of the nodes.
Binding to SC18 substantially restricts the conformational population of LSTc, as reflected by the narrow distribution of the θ parameter, with a single distribution centered at 82°.
A single distribution for all platforms.
Others focus on a single distribution.
As we have emphasized earlier, comprehensive information presents information on effectiveness in different formats, which reflect various possible distributions of outcomes – whereas the single format implies a single distribution, which is not necessarily the true distribution.
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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