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We conclude that the observed correlations between parameters are a property of the model, not of the data.
However, a disadvantage is that the researcher does not have control over the data collection and consequently not of the data quality either.
Note also that the number of decision variables in (11) relates directly to the size of A and not of the data, which makes it suitable for the identification of large-scale systems.
As observed by Buntin and Zaslavsky "Plotting of the data with various transformations is thus a useful preliminary step, but ultimately the distribution of the residuals from the transformed model is critical because the model assumptions concern the distribution of the residuals, not of the data" [ 59].
Similar(56)
"That would make this half-time data, not end-of-the-game data".
It is not generally used because it is often not representative of the data, particularly when the dataset is small.
"Not all of the data was encrypted".
But not all of the data in "Social Physics" is big.
The company has admitted "not all of the data was encrypted" but that "we believed our systems were as secure as they could be".
However, his claims rapidly unravelled, and he was found to have invented most, if not all, of the data.
The Joint Parliamentary Committee on Intelligence and Security recommended in favour of the introduction of a data breach notification scheme, but this was not part of the data retention legislation that passed the Senate last week.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com