Sparse Bayesian modelling of underreported count data

Efficient MCMC for Binomial Logit Models

(2013) Agnes Fussl et al.   ACM Transactions on Modeling and Computer Simulation

Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables

(2013) Nicholas G. Polson et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Bayesian model selection for logistic regression models with random intercept

(2011) Helga Wagner et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Bayesian variable selection for Poisson regression with underreported responses

(2010) Stephanie Powers et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Bayesian Variable Selection for Logistic Models Using Auxiliary Mixture Sampling

(2008) Regina Tüchler   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Improved auxiliary mixture sampling for hierarchical models of non-Gaussian data

(2008) Sylvia Frühwirth-Schnatter et al.   STATISTICS AND COMPUTING

A Bayesian approach to adjust for diagnostic misclassification between two mortality causes in Poisson regression

(2007) James D. Stamey et al.   STATISTICS IN MEDICINE