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The phrase "a much larger sample" is correct and usable in written English.
It can be used when discussing research, data collection, or any context where comparing sizes of samples is relevant.
Example: "To obtain more reliable results, we need to analyze a much larger sample of participants."
Alternatives: "a significantly bigger sample" or "a considerably larger sample."
Exact(60)
Measurement of these phenomena would benefit from a much larger sample to better power and stabilize the analyses.
When a much larger sample was reviewed, a programming error surfaced.
That is why our final survey, for Thursday's Sun and Times, will have a much larger sample than normal.
"Facebook has a much larger sample of data points," he said, but "Foursquare has more accurate and reliable data".
However, their results were consistent with those in our study, which had a much larger sample size.
To detect a small difference between two treatment groups in a clinical trial, a much larger sample size is needed.
The findings are suggestive, but they need to be tested against a much larger sample of languages.
The exit polls are based on a much larger sample than the numerous opinion polls before the election.
This finding led researchers to suggest that testing the effect of statins on neurodegenerative disease with a much larger sample of patients could be useful.
However, climate models can provide a much larger sample of events that are meteorologically plausible, potentially providing a more realistic estimate of the risk of extremes15, 16.
An assessment at a more genome-wide level would require a much larger sample set to have confidence in novel observations.
More suggestions(15)
a much larger test
a much higher sample
a much larger survey
a much larger taste
a much larger random
a much bigger sample
a far larger sample
a much larger cross section
a much wider sample
a considerable larger sample
a much larger productivity
a much larger whole
a much larger view
a much larger problem
a much larger operation
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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