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Total ED visits increased over the study period by 4%, but respiratory complaints decreased by roughly 20%, illustrating that long-term averages in the data set need not reflect future behavior in data subsets.
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.
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Because of regularities in human behavior, patterns in data exhaust can be used to 'fingerprint' an individual – enabling potential reidentification even in the absence of explicit identifiers or quasi-identifiers.
Surrogate data is generated and analyzed to discern the reason for such behavior in the data for the case of a single point sparger.
The Bode plots of EIS data were corrected for ohmic resistance to determine the evident constant phase element (CPE) behavior in the data, and the effects of flow velocity and temperature on ohmic-resistance-corrected Bode plots were also analyzed.
It was all well and good for Ben-David to have learned, anecdotally, how cash-back transactions work — but how could he isolate such behavior in the data?
We propose a simple method to deal with this non-exponential behavior in the data analysis.
All methods and algorithms are designed to allow detection of deterministic chaos behavior in quaternion data representing the rotation of a body in 3D space.
However, each upstream SU is unwilling to jointly adjust the power and rate because of the selfish behavior in forwarding data packets.
The answers to these questions largely lie in our purposes for the kinds of inquiry in which we are engaged (e.g., proving rigorous mathematical theorems vs. detecting chaotic behavior in physical data vs. designing systems to control such behavior).
To verify formally whether or not the distributions do indeed exhibit power law behavior we performed a maximum likelihood fit for a power law distribution using the methodology developed by Clauset et al. for analyzing power law behavior in empirical data [41].
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