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Exact(3)
Overparameterization is avoided because the model involves only a few hyperparameters that are tuned via marginal likelihood maximization.
These approximations are very good, and they are easier to use for practical calculations than the model itself, because the model involves a normal distribution.
Because the model involves a large number of unknown parameters, it would be very useful to the readers if the authors would write a paragraph to indicate how the unknown parameters and probabilities were estimated.
Similar(56)
Because the models involve a number of stages and are perhaps not intuitive, modelling exercises can assist in demonstrating their properties.
This is because all the models involve unknown parameters or functions, which should be estimated from observations of the process.
However, the sidelobes of the DA model, especially the opposite beampatterns, are higher than those of the GSMDS model because the DA model involves theoretical approximations.
Remark 2 The model in this paper is more practical, because the network model involves time delays, stochastic perturbations, and partially known/unknown transition rates, while the models in [11, 12] did not contain time delays and partially known/unknown transition rates.
(2) For finite-time synchronization research, the model in this paper is more practical, because the network model involves time delays and stochastic perturbations.
Because our model involves homooligomers, not heterooligomers, the model is not affected by their stoichiometry.
Because our model involves collaboration and agreement between students in each section as to which mutation they will make, it limits the number of primers that must be ordered.
The 2.0 model involves a deeper understanding of consumer behavior.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com