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Step 3. Denote the first row of the matrix by and can be given by computing points IFFT of the vector : (B6).

In consequence, the minimum cost of an adjacency forest will be given by computing the minimum between c1 R, R) and c0 R, R).

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The physiological limit for each event was given by computing the year corresponding to 99.95% (1/2000th) of the estimated asymptotic value (Table S1).

The Fisher information measures are given by computing the ratio of the derivative and the mean firing rate, as we have seen in Eq. (15).

This is given by computing the number of ways of adding j genes to a genome with i genes that changes the total number of genes from the pathway that are on the genome.

In brief, random-effect BMS at the family level uses a Gibbs sampling method to draw samples from the posterior density, where the family probabilities are given by computing the frequency of each family of models in the population and defining a prior over these probabilities using a Dirichlet density (eq. 22 in Penny et al. 2010).

As show in Figure 5, the propagation delay τ, incurred by the signal as it travels from the transmitter located at, to the target located at, and back to the receiver located at, is given by Figure 5 Geometry for computing propagation delay on reception.

As was mentioned before, not only the LBP operator but also any other local pattern-based encoding method can be used with our strategy since the final representation will be given by the histograms of codes computed from each pixel set.

Lafon and Lee [57] studied the quantization of the corresponding Markov chain and graph, aiming to derive a computational approach for recovering the stable meta-states and showed that the optimal quantization with respect to the diffusion distance as in (9) is given by the centroids computed by the K-means quantization scheme with an Euclidean distance metric, in the diffusion domain.

The variance of the zero-mean process is given by and can be computed by applying Parseval's relation, so that we have.

Thus, the probability π j 1 that the index case in family j was a BRCA1 carrier was given by: These probabilities were computed in MENDEL as the ratio of the likelihood of observing the family with the BRCA1 mutation divided by the likelihood of observing all possibilities.

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