Sentence examples for under the given model from inspiring English sources

Accuracy was measured as the number of subpopulations correctly identified across all 100 replicate data sets divided by the total number of correct inferences possible under the given model (e.g. when the number of subpopulations was four, the number of correct inferences possible across the 100 replicate simulated data sets was 400).

I distinguish Ne from the true size Y t), under the given model.

Given the species tree and the phyletic 0, 1, m-vector of a gene/COG, we want to find the most likely ancestral state of the gene described by the vector under the given model.

For a new data set, we suggest executing fastSTRUCTURE for multiple values of K and estimating (K ℰ ∗, K ∅ C ∗ ) to obtain a reasonable range of values for the number of populations that would explain structure in the data, under the given model.

The overall log likelihood for the system under the given model was then calculated as (5) Given a set number of mutations for a system, the parameters { t a, f a, χ a }, and the initial frequencies q a (0), were optimized to derive the best fit between the observed and model marker frequencies.

Then in Section 3, we show the global asymptotic stability of the given model under (H_{infty}) control.

In Section 4, we consider the global asymptotic stability of the given model under passive control, and numerical examples are provided in Section 5.

The codeml program implemented PAML 4.6 [ 77] was used to estimate the likelihood of the tree (having the Figure  2 topology but including only 22 neobatrachian taxa) and the ω values of the branches under the given models for the dataset of all mt protein-coding genes and for single-gene alignments of nd2 and nd5, which are duplicated or rearranged in some neobatrachian lineages.

Thus, for assessing the feasibility of the formation of the largest families under a given model, the relevant value is not the mean but the minimal time of family formation over the entire ensemble of genes.

Accordingly, for assessing the feasibility of the formation of the largest families under a given model, the variance of the formation time should be investigated.

We formally evaluated the goodness of fit of our models using the total residual deviance (posterior mean of the deviance under a given model minus the deviance for the saturated model) along with the deviance information criterion (sum of the posterior mean of the residual deviance and the effective number of parameters).