We propose a new data-augmentation strategy for fully Bayesian inference in models with binomial likelihoods. The approach appeals to a new class of Pólya–Gamma distributions, which are constructed in ...

A binomial regression model was used to predict the annualized joint bleeding rate and 95% confidence interval for any given factor VIII activity; results were compared with published ...

A negative binomial regression analysis modeled the population-averaged rate of opioid-related overdose deaths with the natural log of the adult community population as the offset, after ...

In this article, we propose a generalized Gaussian process concurrent regression model for functional data, where the functional response variable has a binomial. Poisson, or other non-Gaussian ...

Univariate associations were evaluated with Chi-square and Wilcoxon rank-sum tests and multivariable associations with negative binomial regression models. Secondary outcome was prolonged time to GO ...