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Within this framework, global stability of the switching strategies can be assured if the invariant sets topology allows the exclusive selection of estimates obtained from healthy sensors.
We applied an a priori protocol for the selection of estimates for meta-analysis to avoid selection bias and duplication of studies from the same population.
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Second, given the influence of selection on estimates of σAT and σGC, we must limit the analysis to relatively neutral sites in order to separate the mutational contribution from selection.
While methods have been developed to control for the confounding effects of negative selection against deleterious polymorphism, the impact of balancing selection on estimates of positive selection has not been assessed.
To investigate the impact of balancing selection on estimates of positive selection, we examined five genes with high rates of nonsynonymous polymorphism in S. cerevisiae relative to divergence from S. paradoxus.
We first characterized the sensitivity of the pooled risk estimate to the selection of risk estimates from single-pollutant models by performing a mixed-effects analysis in which we pooled risk estimates within each copollutant.
To confront the problems emerging in these large -p with small -n regressions, estimation procedures performing variable selection, shrinkage of estimates, or a combination of both are commonly used.
As investigator-dependent factors likely lead to variations in published estimates, the present review used a thoughtful selection process of estimates for comparative purposes as well as looking at differences between sub-groups.
To overcome the problems due to large m with small n regressions, several methods such as variable selection, shrinkage of estimates, or a combination of both have been proposed [ 12, 13].
Thus, a proper selection of initial estimates will guarantee the convergence of the proposed GIA.
As shown in [21], a proper selection of initial estimates will guarantee the convergence of the proposed ISA scheme.
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