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The phrase "a larger sample is needed" is correct and usable in written English.
It can be used in contexts such as research, statistics, or data analysis when indicating that the current sample size is insufficient for reliable results.
Example: "To draw more accurate conclusions from our study, a larger sample is needed to ensure the validity of our findings."
Alternatives: "a bigger sample is required" or "an increased sample size is necessary."
Exact(33)
A larger sample is needed to confirm our results.
However, a larger sample is needed to better explore differences within and across diagnoses.
A double blind study with a larger sample is needed to ascertain these findings.
Further studies with a larger sample is needed to confirm our speculation.
A larger sample is needed, Klein says, and scientists have yet to find bone tools in any nearby caves.
Further investigation in a larger sample is needed to see if site of the aneurysm, cerebral vascular autoregulation, or vasospasm may play a role.
Similar(27)
And maybe a larger sample was needed than was possible in the situation.
More complete data and a larger sample are needed for such analyses.
A larger sampling is needed so that researchers can learn if the findings of this study hold up.
The evaluation of impact of aprotinin on surgical outcomes in a large sample is needed.
Identification of differences in the effect of environmental tobacco smoke (ETS) on airway inflammation by race and ethnicity from a large sample is needed.
More suggestions(16)
a larger sample is desired
a larger sample is warranted
a bigger sample is needed
a larger sign is needed
a larger study is needed
a larger series is needed
a larger stimulus is needed
a larger sample is recommended
a larger disparity is needed
a larger scale is needed
a larger sample is obtained
a larger family is needed
a larger population is needed
a larger solution is needed
a larger staff is needed
a larger detector is needed
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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