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The best model using such variables to predict virological failure may be useful to flag patients for viral load measurements, as a cheaper alternative than universal viral load follow-up.
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Additionally, it is difficult to use such variables to monitor treatment in resource-limited settings, where monitoring facilities are scarce.
The culture preparation was done using such variables as different microbial methods and incubation periods to obtain maximum cells of P. aeruginosa for myrcene biotransformation.
The advantage of using such variables in regression analysis is that the non-linear behavior in data and interaction between different variables are incorporated while the model remains linear and easily interpretable.
Although this proved highly predictive of future costs, we could not use such variables in the modelling because they would also be directly influenced by the local supply of services and their use in a resource allocation formula may perversely encourage excess hospital use.
Many studies concluding that GM materials are safe have used such variable historical controls.
Many studies have been undertaken that have explored the use of such variables to determine engagement and performance.
One option that is commonly used in practice to handle such variables to make the normality assumption more plausible is to apply a de-skewing transformation, such as the log or zero-skewness log transformation, prior to imputation [ 13].
They have shown that it is possible to achieve an excellent degree of discrimination between the proposed risk groups using such objective variables.
However, extreme care must be taken when using such data as confounding or control variables.
Because this is the first tool to use such an exhaustive list of variables to characterize the built environment, little prior research aided in constructing the domains.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com