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Nevertheless, what should be made of the relatively low-recorded instances of psychological casualties in the Civil War? Was it a result of flawed data collection or analysis?
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Users of these faulty instruments then fudge this flawed data.
We sought to detect obviously flawed data by using a third method.
(Aside: they are flawed because of local resistance to better data collection rather than federal malfeasance).
After Comey's speech, Stephen L Morris, the FBI assistant director in charge of the uniform crime reporting program, said the bureau has been frustrated for decades by flaws in its national crime data collection system and a competing legal requirement to publish "the numbers provided to us".
There was no evidence to indicate that the ambulatory data collection, storage, or reporting was flawed, and the unexpected results could be a chance occurrence.
We find the current debate to be flawed by its failure to acknowledge that every exercise in data collection — including the census — has its limitations.
The data collection system on child deaths is so flawed that no one can even say with accuracy how many children overall die from abuse or neglect every year.
Common methodological flaws in economic evaluations relate to study design, data collection and analysis, and interpretation or reporting of results [ 5].
For example, due to flaws in the measurement systems and possible failure in data collection systems, missing values are unavoidable.
More fundamentally, missing data are a common issue in data collection that in some cases can seriously flaw a proposed analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com