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There might be some missing data.
There will however, be inevitably be some missing data.
In practice, there will almost always be some missing data.
There are expected to be some missing data in the post-treatment outcome variables.
Due to the fact that this was a service evaluation, not all patients provided feedback using all the means employed and data collection did not continue until it reached saturation, and therefore there may be some missing data.
Equally it is inevitable that there will be some missing data; however, only 1.5% of patients in our previous collaborative study had missing data.
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According to Project Urban's promoters, the only concrete reason for it being a "high risk" event was some missing data from their 696 form: "The only reason the event was 'high risk' was due to an administrative error regarding a missing date of birth for two artists.
However, estimating parameters using maximum-likelihood principle is very hard if there are some missing data or latent variables (i.e., cannot be observed).
Second, there were some missing data for patient level covariates.
There were some missing data due to item non-response.
However there were some missing data in the latter group.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com