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Statistical and computational concerns have motivated parameter estimators based on various forms of likelihood, e.g., joint, conditional, and pseudolikelihood.
In a subsequent development phase, the resulting domain models can be used to guide the design decisions in the construction of different implementation artifacts addressing different computational concerns.
Unfortunately, computationally complex provisions generally constitute bad tax policy, even apart from computational concerns.
The auction design then determines how to make an allocation of items to bidders, and computational concerns often play a major role.
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Due to computational complexity concerns (e.g., execution time) based on our baseline implementation, the ZNF717 gene sequences with ~3470 bps encoding of a BRAB zinc-finger protein were used to query databases with 500 patients.
Although we focus on simple Lagrangian models that are not suitable to all environmental applications, many of the implementation and computational efficiency concerns outlined herein would also be relevant to using higher order particle and puff methods to extend the near field.
The most important computational burden concerns the HMM learning stage: 23 min 45 s for the entire database on an Intel Xeon CPU E5 1620 0 3.60GHz processor with 16.0 Go RAM.
Continuous models are attractive because parameters are estimated from the totality of the data, but computational efficiency concerns have conventionally limited the class of models considered to simple linear Gaussian models with a small number of parameters of the form P TT i | P a (T i ) ) = N (β 0 + ∑ j ∈ P a (T i ) β j T j, σ ).
The field of computer vision has long been viewed as an essentially computational science, concerned only with the mathematical treatment of images whose origins are effectively ignored.
Computational issues concerning modelling wellbore flow are discussed.
Several computational examples concerning orthotropic and general anisotropic plate bending problems are presented.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com