Sentence examples for by applying negative binomial from inspiring English sources

Initial analyses involved revisiting previously identified risk factors by applying negative binomial regression methodology, as already described (3), to the new data.

EdgeR performs model-based scale normalization, estimates dispersions and applies negative binomial model.

Thirteen of the 16 studies applied generalised additive Poisson time-series models (GAM) [ 5- 7, 10], one applied negative binomial models [ 11], one applied generalised linear Poisson models [ 9] and one the case-crossover design [ 8].

This paper transcends the endogeneity problem by applying multiple negative binomial regression analyses, as explained in the following section.

We use survey data and employ negative binomial regression models.

In applying a negative binomial as well as binary discrete choice models the relationship is studied using data on German manufacturing firms.

Applying a negative binomial model to these variables was successful.

We then applied a negative binomial distribution method for gene expression analysis with statistical significance.

We applied adjusted negative binomial regression models to compare the sperm aneuploidy outcomes of exposed men to unexposed men.

Initially, Poisson regression models were used, but since there was an indication of overdispersion, we applied a negative binomial distribution [ 18, 19] for the response.

We used standard software (WOMBAT) to implement full and reduced rank analyses of the log transformed data and finally applied our negative binomial reduced rank random regression model.