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The phrase "a high proportion of missing data" is correct and usable in written English.
It can be used in contexts related to data analysis, research, or statistics when discussing the extent of incomplete information in a dataset.
Example: "The results of the study were inconclusive due to a high proportion of missing data, which affected the overall analysis."
Alternatives: "a significant amount of missing data" or "a large percentage of incomplete data".
Exact(21)
A high proportion of missing data significantly decreases the sample size available for statistical analysis, and consequently decreases statistical power.
In addition, given the study design, there was a high proportion of missing data.
Heart rate, temperature, creatine kinase, WBC, albumin, and urea were excluded due to a high proportion of missing data.
First, the English data set contained a high proportion of missing data for cT stage and GS.
There was a high proportion of missing data for smoking at 5-year follow-up in the Netherlands (29%).
It is especially well-suited to analysis of data sets with a high proportion of missing data.
Similar(39)
Scales with more items show a higher proportion of missing data.
Thus, under the hypothesis that missing data are caused by allelic dropout, we expect a higher proportion of missing data to be accompanied by a higher proportion of homozygous genotypes.
There was a higher proportion of missing data for father's status on the WA Register of Births.
No significant associations were found between psychiatric diagnosis and missing cancer stage data apart from a higher proportion of missing data in people with dementia (46.8%) compared with the remainder (35%).
Moreover, there was a relatively high proportion of missing data from the initial study population.
More suggestions(14)
a high incidence of missing data
a high percentage of missing data
a high proportion of missing observations
a high level of missing data
a high proportion of missing cases
a low proportion of missing data
a large proportion of missing data
a high degree of missing data
a nontrivial proportion of missing data
a small proportion of missing data
a high percent of missing data
a high proportion of missing genotypes
a high proportion of missing values
a significant proportion of missing data
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com