Sentence examples similar to use binomial distribution for modeling from inspiring English sources

It uses a negative binomial distribution to model total variation.

All GLLAMM models were fitted using a multi-nominal logit link function and binomial distribution for the binary response.

Aside from these, and unless otherwise noted, P values for tests of proportions were modeled using binomial distributions.

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

We used negative binomial distribution in the model instead of Poisson distribution because the variance exceeds the mean and we observed overdispersion for the number of MRSA cases.

DEseq uses a generalisation of the Poisson model, the negative binomial distribution, to model biological and technical variance and test for differential expression between two experimental conditions.

We did not estimate separate model parameters for process variance or observation error because we represented uncertainty using binomial distributions.

In order to increase the flexibility of the model, we chose the Bayesian approach using the Markov Chain Monte Carlo (MCMC) estimation method implemented in JAGS using R. We based our model on negative binomial distribution for the following reasons.

* p-values are derived from Generalized Linear Models (assuming a gamma distribution for costs and a binomial distribution for the probability of use).

For the rest of the responses measured, generalized linear models for binary data assuming a Binomial distribution for data and logit as link function were used.

The difference is that using the beta-binomial distribution for the response defines a model outside the natural exponential family, see Agresti (2002).