2 citations · 2 across the 1 of their papers we have counts for
2 papers
stat.CO2021★ 2 cited
makemyprior: Intuitive Construction of Joint Priors for Variance Parameters in R
Ingeborg Gullikstad Hem, Geir-Arne Fuglstad, Andrea Riebler
Priors allow us to robustify inference and to incorporate expert knowledge in Bayesian hierarchical models. This is particularly important when there are random effects that are ha…
stat.ME2019
Intuitive joint priors for variance parameters
Geir-Arne Fuglstad, Ingeborg Gullikstad Hem, Alexander Knight +2
Variance parameters in additive models are typically assigned independent priors that do not account for model structure. We present a new framework for prior selection based on a…