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The phrase "small sample size" is correct and usable in written English.
You can use it to refer to a situation where there is a limited amount of data available, typically when conducting a research study. For example, "The small sample size of this study does not provide enough evidence to draw meaningful conclusions."
Exact(60)
Small sample size, the puckmetricians would say.
Small Sample Size Theater ladies and gentlemen!
When would a small sample size be problematic?
Bacchetti, P. Small sample size is not the real problem.
Remember that this, too, is a small sample size.
Our study was limited by a small sample size.
Flynn's small sample size may be overwhelmingly impressive, but it remains a small sample.
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.
The small sample size precludes the drawing of statistical conclusions, the journal paper says.
But even in a small sample size, the stats are impressive.
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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