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One of the simplest ways to derive such methods consists of using a class of special piecewise uniform meshes (a Shishkin mesh), (see, e.g., [4 8] for motivation for this type of mesh), which are constructed a priori in function of sizes of parameter, the problem data, and the number of corresponding mesh points.
In addition, word recall, verbal fluency, and numeracy were measured on different scales and this makes direct comparisons between the effect sizes of parameter estimates for the association between oral health markers and various cognitive outcome measures difficult.
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Convergence was assessed by comparison of the two runs, while the adequacy of mixing was investigated by checking whether the effective sample sizes of parameters exceeded 200.
Sensitivity of the new filter to the size of parameter uncertainty, in terms of the variance of parameter perturbations, is also considered.
The process is controlled by the size of parameter Lambda.
This restriction is necessary to keep the size of parameter tables for the P values calculations manageable.
Quantitative sex differences, are tested by estimating the size of parameter estimates for the genders ('the common effects sex limitation model').
Because we need to specify a ω ij interval for all possible n2 regulators of a GRN, large ω ij intervals have a considerable impact on the computational complexity (size of parameter solution space) of the model inference algorithm.
This was accomplished by assessing the size of parameter estimates in a replicate of our final model that had time to discharge from hospital as the outcome while censoring patients who died during their admission.
The Bayesian distribution was generated using 425 million MCMC steps, in blocks of 10 million steps until effective samples sizes (ESS) of parameter estimates exceeded 200.
Effective sample sizes (ESS) of parameter estimates and convergence and mixing of runs were assessed using Tracer v1.5 [ 59].
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