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The approach is able to take both the dependencies between successive sensor errors and the correlation between different sensors into account, mainly by using discrete time Markov chains.
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Differing from most of existing publications, in which noise is not beneficial to synchronization in complex dynamical networks, a stochastic coupling strategy is designed here by using discrete-time noisy sampled-data to achieve the almost sure exponential synchronization of networked harmonic oscillators.
Another possible way to understand a predator-prey interaction is by using discrete-time models.
Many of the above cited references model ICI by using discrete-time and discrete-frequency signals.
Firstly, because the statistic data about infectious disease is collected by day, week, month, or year, so it is more direct, more convenient and more accurate to describe the epidemic by using discrete-time models than continuous-time models.
Fig. 4 Predicted divorce risk function by marriage cohorts using discrete time hazard model with interactions Fig. 5 Predicted divorce risk function by marriage cohorts using stratified Cox proportional hazard mode.
Incident ESRD was modeled by period of diagnosis, adjusting for other known risk factors using discrete time hazard models.
And I could even think of processing a continuous time signal using discrete time concepts.
Thus, the approach used here is more accurate than using discrete time models.
I use discrete time event-history analysis by estimating logistic regression models on a person-year file.
Inhalant use initiation among U.S. Adolescence: evidence from the National Survey of Parents and Youth using discrete-Time Survival Analysis.
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