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Further analysis and graphical representation were conducted using the software R. Density profiles around the TSS and GB were obtained through seqMINER (Ye et al., 2011).
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A random-effects logistic regression model (with adjustment for inconsistent community representation) was conducted with complete data from 465 children without suppurative OM and 383 with suppurative OM.
These analyses and the graphical representation of the results were conducted using R (v. 2.14.2) [ 48].
Separate analyses were conducted for representations and lengths.
Next, because of the relatively high number of variables and the difficulties this entails for analyses and interpretation of the visual representations [ 40], multiple correspondence analyses were conducted separately for variables associated with each organizational component of the configurational approach, a method used successfully previously [ 17, 39].
Linear regression analyses were conducted to produce graphical representations of adjusted effects of determinants of mortality.
Four simulations were conducted: Simulation 1 used fixed orthographic representations adopted from PMSP96 model.
In the second level, the output scores from the previous level are aggregated into the mid-level representation which is conducted to an additional ELM-E classifier.
To test the understandability and reading speed of the proposed visualization method and how it compares to the original text representation and the logic representation, a survey was conducted during which 300 people with various backgrounds were contacted and 93 of them participated.
Since this paper focuses on collective agency, the purpose of this overview on representation is not to provide any particular insights on this topic itself but to be a preparatory section for an analysis of the relationship between collective agency and representation, which will be conducted in a later section.
Moreover, to show the proposed PCO observer performance, a comparison with a Lyapunov Krasovskii technique and descriptor representation based observer is conducted via a numerical example.
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