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The phrase "a small sample size" is correct and usable in written English.
It is typically used in scientific contexts to refer to a limited number of observations that may be used to represent a larger population. For example, "The study had a small sample size of only 20 participants."
Exact(60)
When would a small sample size be problematic?
Remember that this, too, is a small sample size.
Our study was limited by a small sample size.
With such a small sample size, it is difficult to definitely diagnose these skeletons with syphilis.
It hardly seems just for a team's fate to hinge on such a small sample size.
That's no longer a small sample size, and this is no fluke.
But even in a small sample size, the stats are impressive.
This is a small sample size from which to extrapolate outward.
The numbers cover a small sample size and undoubtedly include some noise.
This is also a small sample size which makes it impossible to draw sweeping conclusions.
We show that the principal will do best to always choose a small sample size n.
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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