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On the other hand, RC maximization is performed not only for maximizing the difference of covariance of two classes but also for minimizing the sum of these two covariance matrices.
Consequently, the power to detect linkage through mod score will be highest when the space of models where the maximization is performed includes the true model.
For instance, the cost function over which maximization is performed is present in the set of constraints (c.f. the first two constraints of (1)).
This maximization is performed efficiently by a version of the iteratively reweighted least-squares algorithm.
This maximization is performed using the EM (Expectation-Maximization) algorithm, given a suitable stating value (θ (0), ) of (θ, Λ0).
The maximization is performed, as described in Fig. 2, and the reconstructed images are shown in Figs. 3 j - l) for the three aforementioned planes.
Similar(54)
However, while in[36] a non-concave maximization was performed over the rate-region, here we face a concave minimization problem over the power-region.
Maximization was performed independently for each set using the proposed approach.
Additionally, flux maximization was performed by both implementations of the WW and MS algorithms during the preprocessing phase.
The maximization was performed by the Nelder-Mead simplex direct search algorithm implemented by the function fminsearch in Matlab (The Mathworks, Inc., Natick, MA, RRID:nlx_153890).
Haplotype imputation by expectation maximization was performed in PLINK to produce most-likely haplotype calls (haplotypes with a frequency <0.01 were excluded).
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