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So you don't have individual control on each of the random variables.
On each of the random network we have detected cluster of nodes using Infomap and computed the normalized modularity.
The random error terms ε and ξ affect both h and d (which is made clear by rewriting (13) in terms of h), suggesting a correlation between each of the endogenous variables and each of the random error terms.
In contrast, the search strategy employed with MP uses the full data matrix for each of the random addition replicates with an exhaustive search among the compiled set of 200 replicates.
However, the number of pairs of linked processes that are associated with very low p-value is negligible in each of the random annotation procedures, while the number of pairs of linked processes decreases slowly in the real S. cerevisiae PPI-linked network.
Each of the random datasets was then subjected to rank test as described above.
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We estimated compositions of each nucleotide at each position of the random base region in all templates based on our sequenced data which is discussed later (Fig. S1).
Thus, the traffic sources in each realization of the random topology for each CAA are the end nodes of the SPT and the end nodes of the MST.
In the development of the probability function for a discrete random variable, two conditions must be satisfied: (1) f(x) must be nonnegative for each value of the random variable, and (2) the sum of the probabilities for each value of the random variable must equal one.
This function provides the probability for each value of the random variable.
The minimization of the error function in each iteration of the "random effects" procedure was performed using the genetic algorithm method.
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