63 citations · 158 across the 20 of their papers we have counts for
3 papers · 1 filter
Design- and Model-Based Approaches to Small-Area Estimation in a Low and Middle Income Country Context: Comparisons and Recommendations
John Paige, Geir-Arne Fuglstad, Andrea Riebler +1
The need for rigorous and timely health and demographic summaries has provided the impetus for an explosion in geographic studies, with a common approach being the production of pi…
Integrated Nested Laplace Approximations (INLA)
Sara Martino, Andrea Riebler
This is a short description and basic introduction to the Integrated nested Laplace approximations (INLA) approach. INLA is a deterministic paradigm for Bayesian inference in laten…
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…