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The estimators of the proportion of causal SNPs converged much slower, but did display convergence, as can be seen in Figure 2. Starting from the 10 starting points that spread uniformly in the range (0.1%, 1%), all 10 estimators were in the range (0.4%,0.7%) within 7 iterations.
The Brooks Gelman Rubin plot will be used to display convergence diagnostics.
Kalman Filtering [ 42] and derivative-based methods give an estimate of parameter confidence, but can be computationally expensive, and derivative-based methods may in addition display convergence problems.
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For models which displayed convergence of nearly all parameter values, we re-run MCMC processes with 3,000,000 generations and a sampling period of 150 generations.
The adaptive OST is seen to display fast convergence and desirable statistical properties.
His work focuses on the radiation of Lesser Antillean Anolis lizards, which display phenotypic convergence in response to similar xeric-mesic environmental gradients across islands.
Such s-power series yield, over finite intervals, better approximations for CAD purposes, as they are polynomial and hence expressible in the Bernstein Bézier standard, can be pieced together in a smooth Hermitian spline and, in general, display better convergence.
The present formulation displays good convergence properties, and it is relatively simple to program.
The procedure displayed fast convergence despite the complex geometry, and the high degree of non-linearity of the models.
Initially designed within a finite-difference framework for computations of compressible flows on structured grids, the RB schemes displayed good convergence, accuracy and shock-capturing properties which motivated their extension to unstructured grids using a finite volume (FV) method.
The middle picture in Figure 2 displays the convergence curves when SNR=10 dB.
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