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In fact, ARACNE eliminates the statistical dependencies which can be of an indirect nature e.g., two genes which are segregated by an intermediate step in a transcriptional cascade.
However, associations of residues in a pair of parallel helices (classes 3 and 4) form crossing dependencies, which can be explicitly described only by context‐sensitive rules.
Vermunt and Magidson suggest that residuals above 1.0 indicate possible local dependencies which can be adjusted for in LCA models through the introduction of "direct effects", representing the excess variation between two variables.
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This means that we may get the poor performance by employing the intra-block dependency, which can be shown in Fig. 3.
Both of these issues reduce the patient's mobility, thus lowering social interaction and generating dependency, which can be aggravated in people with clinical complications such as those related to CKD.
However, interesting statements can be made about the transitional dynamics after b c, i.e., after the country has become a services economy, since in this case, a sort of path dependency arises, which can be used to reduce the number of feasible structural change scenarios, as discussed by Stijepic (2015) in detail.
We used the uniform random sampling method to determine dependencies between reactions which can be further used to define modules of reactions [See Methods section].
Few studies, however, have moved beyond the immediate aim of inferring protein-function binary associations to the ultimate aim of inferring structured dependencies among functions, which can be displayed in a markov graph of connected functions.
By fitting a line to the given sets of data the pattern of their dependencies can be seen which can be used to validate the scale-free topology of the networks.
In that sense, rather than solving the structural inequalities, such humanitarianism can cause dependency among the recipients which can be exploited by political and ideological groups as the source of aid.
The railway system has a lot of dependencies between different fault states, which can be described by an ontology based approach [2].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com