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This is in contrast to the probability of frequency approach where model uncertainty exists and should be addressed.
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To solve the problem that when the model uncertainties exists or the prior noise statistics are unknown, the accuracy of the cubature Kalman filter (CKF) will decline or diverge, an adaptive robust square-root CKF ARSCKFF) algorithm with the noise statistic estimator is proposed.
Furthermore, substantial model uncertainties exist at these young ages due to the unknown initial conditions at formation, which can lead to an order of magnitude of uncertainty in the modeled planet mass.
Although various approaches to modeling input uncertainty exist, the most popular framework models input uncertainty statistically in terms of random parameters and fields.
It is observed that the profits obtained from the simulation-based optimization model with OptQuest, where uncertainty exists, are far lower than the ones from the analytical model by CPLEX, which are run under no uncertainty conditions, as shown in Table 10.
In addition to parameter uncertainty, model uncertainty also exists.
However, model uncertainty still exists in a multi-site study to some extent due to the model choice.
Additionally, an ensemble of models with alternative assumptions where uncertainty exists would provide information on model sensitivity.
Uncertainty exists in depositional models used to explain the spatial and temporal distribution of these depositional environments and the absence of coeval coastal-plain deposits.
Similar to many biological systems, a large amount of uncertainty exists in the value of the parameters associated with the models.
Uncertainty exists about the values for many of the parameters in the disease and healthcare use models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com