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Given a collection of subsets Gpre, derived from interdependent analysis, the conditional mutual information CMI (f i, C| M s ) (see Eq. 5) of a feature f i and label C conditioned on a subset M s ∈ Gpre is chosen to be the R4-Correlation (see Definition 5(d)).
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His current research areas include interdependent infrastructure system analysis, coupled human-natural system analysis with an emphasis on human interferences in hydrological processes, water-energy-food system modeling and sustainable water resources management (particularly in developing countries).
Analysis of individual components (Fig. 8b) by T-test and Variable Interdependent Parameters (VIP) analysis identified specific metabolites that statistically were different from sibling wildtype control hearts (Fig. 8a, lower two panels).
Importantly, since the HBV DNA levels change over time and the two measurements of HBV DNA levels in the same patient are interdependent, repeated measures analysis was performed using a generalized estimating equations (GEEs) method to adjust for this.
Risk and vulnerability analysis of interdependent infrastructures for security considerations has become an important subject, and some achievements have been made in this area.
Because in ULIP the users in a cell are split into three interdependent groups, such an analysis would be difficult as it is not always clear (by position) which MSs are assigned high-, mid-, or low-priority.
The interregional I O table, which is the principal data for constructing ISAM for many regions at the same time, is constructed for interregional economic spillover analysis through interdependent interregional relationships.
It is concluded that the framework proposed here is useful for vulnerability analysis of interdependent systems and it will be helpful for the system owners to make better decisions on infrastructure design and protection.
This situation is also partly due to the fact that few implementation methodologies can meet the requirement of the difficult problem-solving process, since this problem-solving process involves an analysis of interdependent activities whose critical attributes include intangible elements.
As has become all too clear from the programs that have received the greatest scrutiny to date, the scale and complexity of these interdependent mechanisms for collection an analysis make them opaque even to the spy agencies themselves – and so, a fortiori, to their assigned overseers.
The studied demand-meeting options are thus viewed as interdependent and hence require simultaneous analysis.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com