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The GSA for this second example can be directly carried out using the logistic methodology and software.
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Using the Logistic Map and the Three Way Bernoulli Map as typical examples of chaotic dynamics it is shown that our methodology allows for choosing the more convenient randomizing technique in each instance.
So it's much better to use the logistic curve, which is basically an S curve".
Logistic regression analysis, using the Akaike Information Criterion methodology, demonstrated that study drug and baseline APACHE II score were the principal independent variables determining this outcome, reflecting pharmacological and host factors, respectively.
Gametocytemia was determined using the same methodology.
Complications were identified using the AHRQ Hospital-level PSI methodology.
They are assessed using the standard methodology.
P% was calculated using the same methodology.
Using the penalized logistic regression via the elastic-net, a classification model was built, and its discriminatory capacity was first estimated with a strict 10-fold cross-validation methodology (as described in Additional file 1: Materials and Methods).
Deriving Insights using the correct analytics methodologies.
For the logistic regression analysis, we used the methodology proposed by Cordell and Clayton [12] in which nested hypotheses involving logistic regression models of different loci are compared using likelihood ratio tests.
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