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More importantly, epistemic uncertainties may introduce dependence among random events, which may not be properly noted if the character of uncertainties is not correctly modeled.
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In addition, we take advantage of the recent developments in Poisson-cluster processes incorporating in the methodology a Bartlett-Lewis model variant that introduces dependence between cell intensity and duration in order to capture the variability of rainfall at sub-hourly time scales.
Cossette et al. [3] propose a compound Markov binomial model based on the Markov Bernoulli process that introduces dependence between claim occurrences.
Furthermore, the structure of the ontology introduces dependence between terms, which must be appropriately considered when comparing two graphs.
The difficulty for this is that it introduces dependence-relations via the back door, for every trope will existentially depend on being connected to just these other tropes via a compresence-trope — we cannot take a trope and 'move' it to another collection.
We find that, if there is no distance dependence, edge effects do not artificially introduce distance dependence.
Overlap would introduce statistical dependence between successive windows and such dependence could only complicate the analysis of variance within sequences.
Repeat measurements introduce statistical dependence in the variance structure, and our analysis takes this source of statistical dependence into consideration by modeling the site as a subject that is measured repeatedly.
We introduce a dependence structure between the claim size and the inter-claim time.
However, as illustrated in[7], propagation environments, particularly the indoor propagation environment, introduce significant dependence among the nodes even when these aforementioned conditions are satisfied.
Moreover, contagion effects generated from the default risk of the credit sensitive security introduce complex dependence patterns between the borrowing spreads and the mark-to-market price of the CDS security.
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