Sentence examples similar to apply binomial distribution in modeling from inspiring English sources

They employ a negative binomial distribution to model both biological and technical noise in the total counts of expressed genes.

Then, as a sequence quality filtering, we applied our binomial distribution model (see above) to the reduced set of HCDiffs.

It uses a negative binomial distribution to model total variation.

The binomial distribution in 2013 is then replaced by a beta-binomial.

In the ER model, node degree follows a binomial distribution; while in BA model it follows a power law distribution.

For AT or GC skew, the signals were modelled with two binomial distributions in each strand.

A binomial distribution family was modelled using the logit function.

The resulting P value is then estimated using a binomial distribution with N=24 models, and p=probability of success=3/11.

When testing differences in the localization of corpses in the nest over time, we performed generalized linear mixed models (GLMM) applied to binomial distributions (logistic transformation), taking into account the colony as a random factor.

We conclude that the zero-inflated negative binomial (ZINB) model, in which the parent distribution is specified to follow a negative binomial distribution as in equation (6), is the best fit for our data.

The negative binomial estimates ((hat {theta }=239.7812) and (hat {mu }=6.1100)) demonstrate the convergence of the negative binomial distribution to the Poisson model as θ→∞ in order to address the limiting case of analyzing equi-dispersed data.