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The phrase "a large amount of missing data" is correct and usable in written English.
It can be used in contexts where you are discussing data analysis, research, or any situation where data is incomplete or unavailable.
Example: "The results of the study were inconclusive due to a large amount of missing data that affected the overall analysis."
Alternatives: "a significant quantity of missing data" or "a considerable extent of missing data."
Exact(22)
The biggest differences were observed with RCT 9, which had a large amount of missing data.
We additionally demonstrate our method's versatility by analyzing a candidate locus (D2S1788) for panic disorder in humans, in a dataset with a large amount of missing data, which LOT was unable to handle.
The validation procedure raised a large amount of missing data due to low applicability, which were assessed with two methods.
For example, there was a large amount of missing data and inconsistency in recording of smoking and alcohol consumption.
Since there was a large amount of missing data, we assessed the credibility of the complete-case model.
The inclusion of numerous potential confounders in the analysis resulted in a large amount of missing data.
Similar(38)
A relatively large amount of missing data on the indicators of pubertal development.
As noted earlier, the case study contained a very large amount of missing data.
The supermatrix has unfortunately a very large amount of missing data, 81%.
Despite the large amount of missing data, we attempted to include oral intake and recent weight loss by treating missing data both as normal and abnormal.
Due to the large amount of missing data on certainty classifications (Supplementary Note 2), trends arising from data on the certainty classifications are likely to be misleading.
More suggestions(15)
a large percent of missing data
a large amount of missing scores
a trivial amount of missing data
a large number of missing data
a large proportion of missing data
a minimum amount of missing data
a large rate of missing data
a minimal amount of missing data
a small amount of missing data
a sizable amount of missing data
a notable amount of missing data
a low amount of missing data
a modest amount of missing data
a remarkable amount of missing data
a large percentage of missing data
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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