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The MCI model is presented mathematically in Equation [3]: ξ1 = λ1ix1 + λ12x2 + λ13x3... λ1nxn + ς1 [3] Where: ξ1 is the latent construct, xi represents the measured causal indicators, λ1i is the coefficient weight linking the causal indicators to the latent construct and ς1 is the disturbance in the latent construct described above.
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With birth weight linked to the risk of developing diseases such as heart disease later in life, the researchers mapped the genetic variations found to affect birth weight to those linked to a variety of traits and health issues.
Glutenin polymers are made up of protein subunits of high (HMW-GS) and low (LMW-GS) molecular weight, linked together by intermolecular disulfide bonds.
ANNs, by virtue of the presence of numerous weights linking the neurons, can accommodate nonlinearity but they also include very large numbers of parameters.
This similarity measure is represented using the probabilistic trust weight link connecting the nodes positioned in the provenance network.
Here the essential graph thus constructed has trust weight link connecting common nodes in the models which are candidates for merging and this link weight is defined using a procedure described in Step 11.
Although both this type of clustering and k-clique matching result in optimal weight links prevailing over suboptimal ones, they bear a fundamental difference.
After that, each round we prune lowest weight links in the graph and run a Depth First Search DFSS) or a Breadth First Search BFSS) algorithm to find a path from s to t.
To this end, we built a spanning tree for the GMN comprised of maximum weight links [38].
In the community detection of adjacency and statistically validated networks we weight links according to Ref. [31] to heuristically take into account actors' heterogeneity in the number of performed movies.
Similarly, a cross-sectional analysis of children in Germany also found an inverse association between serum PCBs and body weight (Link et al. 2005).
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