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Hence, the time course data also follow the infinite mixture Of interest in the subsequent posterior analysis is to realize random sample from the posterior distribution of Θ∞, a posteriori, and also the mixing rates π i, conditional on Y.

Airways pressure, respiratory flow and esophageal pressure were registered at 100 Hz, and posterior analysis was performed by Anadat® software.

Moreover, a site-specific posterior analysis was used to predict amino acid residues that were crucial for functional divergence.

Site-specific posterior analysis was used to predict amino acid residues that were crucial for functional divergence.

Site-specific posterior analysis was used to predict amino acid residues that were crucial for functional divergence [ 45].

Quantile normalization of the array was carried out using the lumi package and posterior analysis was done with the genefilter package (Bioconductor).

The goal of the pre-posterior analysis is to indicate whether the proposed management strategy should be implemented as is, or re-designed on the basis of additional data collected with a particular site-investigation program.

The most prominent finding of the posterior probability analysis is that bestrophin 4 diverged significantly during evolution in a number of amino acids from its paralogues.

The output of a Bayesian analysis is the posterior distribution of the parameters given the data.

The propensity of each orthologous gene pair to be adjacent throughout the mammalian evolution represented by the species used in this analysis is therefore the posterior expectation of its rate of gene-pair gain divided by the posterior expectation of its rate of gene-pair loss.

The fact that these mathematically informed priors, which are based on broad features of the data, are reasonably close to the posterior pdfs suggests that the bifurcation analysis is relevant and consistent with the data.