3 citations · 4 across the 3 of their papers we have counts for
3 papers · 1 filter
Analysis of block slice samplers for Bayesian GLMMs and GAMs with linear inequality and shape constraints
Benny Ren, Jeffrey Morris, Ian Barnett
Exponential family models, generalized linear models (GLMs), generalized linear mixed models (GLMMs) and generalized additive models (GAMs) are widely used methods in statistics. H…
Early-Phase Local-Area Model for Pandemics Using Limited Data: A SARS-CoV-2 Application
Jiasheng Shi, Jeffrey S. Morris, David M. Rubin +1
The emergence of novel infectious agents presents challenges to statistical models of disease transmission. These challenges arise from limited, poor-quality data and an incomplete…
Bayesian functional graphical models
Lin Zhang, Veera Baladandayuthapani, Quinton Neville +2
We develop a Bayesian graphical modeling framework for functional data for correlated multivariate random variables observed over a continuous domain. Our method leads to graphical…