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"affected by missing data" is correct and usable in written English.
You can use it to refer to situations where an analysis or evaluation is limited because there is a lack of information available. For example: "Our analysis of the sales figures was affected by missing data from two months, so we couldn't draw any firm conclusions."
Exact(18)
It is not affected by missing data and outliers (Karpouzos et al. 2010).
Since all the sequences are affected by missing data, one must extrapolate the entropy rate from missing data to full data.
The study was affected by missing data.
Such information may have been affected by missing data or recall bias.
The primary outcome was not affected by missing data (table 3).
First, the data collection in retrospective studies may be biased and affected by missing data.
Similar(42)
The main study conclusions were not affected heavily by missing data, because the latter pertain to the initial 5 years of follow-up when missing was infrequent.
Finally, owing to the high prevalence of reviews affected by missing single primary harm outcome data, we were only able to fully assess a sample of 50 reviews from each cohort of reviews.
The model uses event-based data and can be calibrated using rainfall data substantially affected by missing or corrupted values.
Data sets extracted from public sources are frequently sparse, but little research has been done to test how performance is affected by the missing data.
The analysis after imputation, however, suggests that our results are valid and not overly affected by the missing data.
More suggestions(1)
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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