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This approach enables the concurrency between risk items to be captured and the cumulative effects of dependencies between risk events to be determined.
We find a small performance increase for long-term predictions (>40 days) with nonlinear models, indicating that nonlinear effects expose themselves for larger prediction horizons, and no significant difference between nonrecurrent and recurrent methods meaning that the effects of dependencies spanning several days are of no importance.
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Subsequent analysis incorporating interaction effects suggest that the level of political democracy conditions the effects of dependency relationships based upon exports, investments from multinational corporations, and international lending institutions.
Even after controlling for the independent effects of dependency, self-rated health and age group, setting had a significant effect on older people's sense of control.
To account for the possible effect of dependency in the data, we repeat the analysis after correction for dependent observations by correcting the degrees of freedom used in the t-test with the number of lags still exhibiting autocorrelation [ 19].
It is meaningful to point out that the effect of dependency between wind speed and WTG FOR on generation adequacy is minimal when WTG outages are independent, but it will be substantially larger when WTG outages are highly dependent.
As Table 4 shows, estimated means on Follow-up outcome became increasingly biased with higher attrition rates and also with stronger dependency between Liability of dropping out and Follow-up outcome (The effect of dependency between Liability of dropping out and Baseline predictor was minor).
Various growth models are employed to capture slow, linear and rapidly evolving effects, but instead of using static projections, the evolution of each dependency is "objectified" by a fuzzy system that also considers the effects of nearby dependencies.
However, this simplified description has serious limitations, e.g. it is not capable to quantify the often observed effects of direction dependencies of flow and selectivity.
Bayesian networks, as employed in Pearl's work on causation (2000), have been used to model the effects of voter dependencies on the jury theorem and to distinguish between stronger and weaker variants of conditional independence (Dietrich and List 2004; Dietrich and Spiekermann 2013).
5. Effects of cellular dependencies.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com