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They found that the majority of the published trials did not provide reasons for missingness (drop out) or justification for the methods used to handle missing data.
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Theoretical justification for the method is given by a convergence proof in the companion paper [4].
Plan for handling missing categorical data; Plan for sensitivity analysis using different methods for handling missing participant data; Provision of a justification for the method(s) for handling missing participant data.
We abstracted data on how each systematic review handled missing participant data: Plan for handling missing categorical data; Plan for sensitivity analysis using different methods for handling missing participant data; Provision of a justification for the method(s) for handling missing participant data.
A small percentage of reviews (11%) reported a planned sensitivity analysis using different method(s) for handling missing participant data, with only 2% providing a justification for those methods.
For each of these impact areas, an introduction to the state-of-the-art methodologies for that area is presented, followed by a justification of the method chosen for assessment.
In this case, one's "method of ethics" would be rational egoism, but the ultimate philosophical justification for this method would appeal to utilitarian principles.
I cannot resist quoting the amusing passage from which this is drawn in full: "[D]id Bacon provide any logical justification for the principles and methods which he elicited and which scientists assume and use?
Those who make it are used as a justification for the current training methods; but what happens to those who don't make it?
Next we provide justification for the choice of methods.
Therefore, study protocols should provide explicit justification for the choice of methods, such as the decision to use placebo control [ 8].
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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