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This evidence supports the use a flexible modelling approach to minimise specification error by allowing the data to determine whether the relationship under investigation is linear or non-linear.
We addressed this difficulty by allowing the data from across the entire BMI distribution to predict mortality risk at extreme obesity levels, where fewer observations exist.
The advantage of our method is that we take account of the uncertainty by allowing the data to dictate how many topologies we require and the most probable locations for the breakpoints.
The MFP approach provides a robust alternative to other commonly used methods for addressing the nonlinear and asymmetric relationship between BMI and mortality by allowing the data itself to determine the functional form for BMI and other adjustment variables.
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The malware could try to hide its presence by allowing the random data to overwrite it in RAM, Jakobsson says, but this would prevent it from taking any further action.
This economises time and analytical resources by allowing the same data both to confirm and measure equilibrium conditions.
All PCAs showed similar results, confirmed by hierarchical cluster analysis, allowing the data grouping into top, bottom and riparian zone samples, i.e. the samples were separated due to its landscape position.
Retailers need to learn to utilize AI and data analytics to improve customer service by anticipating behavior and allowing the data to come to life to impact the customer on an emotional level to drive business.
The resources are uniquely identified by URLs and linked semantically by the Resource Description Framework (RDF) [38] allowing the data to be accessed and queried using standard HTTP protocol.
Note that this procedure does not arbitrarily assign an observation to a given regime: this process is carried out optimally through the maximization of the likelihood function, thus allowing the data (conditioned by the variables included in the selection equation) to sort themselves freely into the two regimes.
Acoustics surveys, by allowing the collection of data over long time periods, might be particularly well suited to evaluating these natural oscillations.
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CEO of Professional Science Editing for Scientists @ prosciediting.com