Sentence examples for by a binomial mixture from inspiring English sources
We treated genomes as independent, so that gene family presence/absence can be described by a binomial mixture model.
One way of obtaining this is by using a binomial mixture model.
The random variable (S_{n}(T)), obtained by randomizing the success parameter t by T, is called a binomial mixture with mixing random variable T (see [6] and the references therein).
A binomial mixture like this was also used by [ 7].
The use of a binomial mixture model for estimating the pan-genome size was introduced by [ 7], but the use of mixture models for population size estimation is by no way new, e.g. [ 8, 10, 16].
Pan and core genome size estimates were derived with an R-package using a binomial mixture model [ 48].
To overcome these limitations, we propose a probabilistic approach based on a Binomial mixture model, called SNVMix1, which computes posterior probabilities, providing a measure of confidence on the SNV predictions.
Results: We developed three implementations of a probabilistic Binomial mixture model, called SNVMix, designed to infer SNVs from NGS data from tumors to address this problem.
With the statistical viewpoint, this problem is equivalent to the parameter estimation for an infinite binomial mixture model.
As an alternative to the binomial mixture model estimate, we have also included the Chao lower-bound estimate [ 11] when fitting to real data.
Figure 4 can be viewed as a graphical display of the binomial mixture models.
