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In both biological and physical models, the occurrence of time delays plays an important role.
It models the occurrence of FAR events as a Poisson process with parameter λ FAR with a theoretical justification based on a shrinking Bernoulli process [13].
For worm propagation models, the occurrence of a Hopf bifurcation means that the state of the worm propagation changes from an equilibrium to a limit cycle and this phenomenon makes the propagation of worms out of control.
In both models, the occurrence of the Hauck-Donner effect or the analogue thereof in case of the Poisson model (i.e. fitted probabilities close to zero in the control treatment leading to very large standard errors) made the standard errors of the parameter estimates and hence the associated P-values unreliable.
In the other models, the occurrence probabilities deviate to varying extent from the average occurrence probability as a function of vertex degrees.
Among these models, the occurrence of DDV was best described by a model including regime, season and ice concentration along with the interaction terms for season:regime and season:ice concentration.
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In such models, the occurrences of focal species are related to habitat and landscape variables, which in urbanising areas should also include effects of urban disturbances.
We model the occurrence of the false alarm at each sensing decision with the Bernoulli process.
In the PLSA model, the occurrence probability of word w i given document d j is defined as below [3].
See Donaghy et al. (2007) for a demonstration of how a continuous-time REIM can be used to model the occurrence and recovery from extreme events.
We modeled the occurrence of 9 species from the Seine River basin (France) in order to compare models abilities to accurately predict the presence and absence of each species.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com