Sentence examples for by fitting an extra-binomial from inspiring English sources

The animal-level variation was modelled under the binomial assumption, with the potential for overdispersion accounted for by fitting an extra-binomial parameter.

All models will be corrected for possible overdispersion, either by using an adjustment parameter in the Poisson model or by fitting a negative binomial regression model.

If it is assumed that that all infectious mosquitoes are equally infectious, this can be estimated by fitting a chain binomial model (33).

We obtained sex-specific and age-group specific MN meage-group specificfitting a negative binoMNal randomeanfrequencies to the MN count of each subyect (Lindsey 1995).

We assume that an individual receives n bites, where the size of each sporozoite inoculum, Si (such that the total initial inoculum S0 = Σ Si), is sampled from a negative binomial distribution obtained by fitting a negative binomial model to counts of parasites inoculated per-bite by anopheline mosquitoes.

Differential expression was evaluated by fitting a negative binomial generalized linear model for each feature and then adjusting the P-value for multiple testing using the Benjamini-Hochberg correction [ 78] with a false discovery rate (FDR) of 0.05.

We mapped ASE by fitting a binomial distribution per SNP using maximum likelihood estimation and then assessed significance by using a likelihood ratio test.

For these reasons, we ultimately took a Bayesian approach by fitting a multivariate negative binomial reduced rank random regression model using a Metropolis Hastings algorithm implemented in R [ 17].

Here, we applied an extra-binomial model proposed by Williams (1982) to our data.

We propose to use and extend such an extra-binomial model originally described by Williams (1982).

One can estimate the LOR of a test and its CI more accurately by some extra computations, or by fitting a slightly modified model.