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Many connectionist models are explicitly designed to model learning, through backpropagation or some other algorithm that modifies the weights between nodes.
To tackle these problems, we introduce an approach in which compositions of models, together with relations among models, are explicitly supported in the ADL.
Distance-based models are explicitly IBM where individuals are assigned a precise location and the FOI is a decreasing function of the distance between susceptible and infectious individuals.
Importantly, and unlike most probabilistic models currently used in molecular evolutionary studies, SC models are explicitly site-interdependent, and therefore, require complex Monte Carlo methods to be implemented and applied to empirical data [ 3, 4, 8].
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The class of models is explicitly designed as an extension of multivariate generalized mixed linear models such that ordinal responses may be treated within this framework.
The robustness of EP and EI models was explicitly compared against the Goodwin model for all perturbations by plotting their mean DOSl,i and sd DOSl,i against those of the Goodwin model (Figure 2; right panels).
Thus, a likelihood ratio test (LRT) between such nested models is explicitly testing whether the gene is under positive selection.
The SBF framework for creating and interpreting conceptual models was explicitly communicated to students and was referred to frequently throughout the course.
The locations of fractures in the model are explicitly defined and the method can capture complex geometric relationships.
Unlike these comparison models, however, which are often assigned an ad hoc form, any assumptions made in arriving at the derived wake-body model are explicitly stated.
For transparency in reporting, we would advise that the values of the settings on the model are explicitly stated when they differ from the default.
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CEO of Professional Science Editing for Scientists @ prosciediting.com