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In many cases, trade-offs between the number of genes included in the model and the level of detail of the model govern the modeling structure that is chosen and applied.
Santos et al. (2010) developed a RBF-GARCH model that possesses a modeling structure that assumes a RBF type neural network in the conditional mean, where the residuals follow a GARCH process.
This system dynamics model is based on a coupled modeling structure that takes into account the interactions among economic and social dimensions, offering a realistic platform for practical use.
Health benefits are integrated into regulatory decision making at the end of a complex modeling structure that begins with simulations of air emissions reductions likely to result from a particular regulatory strategy.
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In addition, ProBMoT considered 72 model structures that the authors of [ 15] dismissed in their manual modeling experiment as trivial and/or structurally flawed.
In summary, we demonstrate that using dihedral angles with ideal bond lengths and angles is capable of modeling protein structures that are highly similar to the ones in CULLPDB_PC30_RES1.6_R0.25 [ 18, 19].
By reformulating the model, the original model is approximated to another hopefully more transparent modeling formalism, with a structure that better captures the key qualities of the original system.
Modeling clay ban be used to create any structure that is difficult to replicate using preexisting materials.
However, the combination of modeling studies with current structural information suggests the presence of hotspots in complex I structure that may contain most of these pathogenic mutations.
20 The unusual structure of this complex could not have been predicted by standard modeling as monomeric hairpins are not present, protomers instead forming an extended "staple-like" structure that interacts with adjacent n+1, 2, and 3 protomers.
This extension is clear because if g l c l = 1 L g is defined with one region containing all contextual feature space, the ME-based modeling converts to the additive structure that ties all covariance matrices [19].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com