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How can I utilize an existing data set to create sophisticated automation?
Once again, Apple chose to integrate an existing data set instead of putting together this data in-house.
Updating the existing data set is unlikely to change the (statistical) findings if considered in a 100 year time framework.
Thus, the method recommended may be used to minimize monitoring costs if both the efficiency and accuracy are further determined by examining a large existing data set.
In the re-analysis of the existing data set, multivariate models of risk factors for ESBL-EK using 'class' and 'spectrum' categorisations differed substantially.
Extrapolation beyond the existing data set tentatively suggested that success would plateau after 20 years, representing a c. 60% increase in assemblage similarity to target grasslands.
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This is just one example of applying data science to existing data sets to address more nebulous threats.
In investigating this, the centre has analysed existing data sets but also carried out surveys in Glasgow, Liverpool and Manchester, allowing it to test more than 40 possible explanations.
"If we can effectively map structural permeability well ahead of drilling, using existing data sets, we can effectively de-risk the drilling process and bring the cost down".
In its discussion of screen time, it cites data from other reports, for example, commissioned for the Department of Health that are themselves secondary analyses of existing data sets, such as the Millennium Cohort Study.
Design: Rasch analysis of existing data sets.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com