Bayesian scanning of spatial disease rates with integrated nested Laplace approximation (INLA).
Massimo BilanciaGiacomo DemarinisPublished in: Stat. Methods Appl. (2014)
Keyphrases
- expectation propagation
- spatial information
- searching in metric spaces
- bayesian inference
- spatial data
- spatial reasoning
- spatial and temporal
- error bounds
- monte carlo sampling
- bayesian decision
- bayesian networks
- spatial databases
- space time
- maximum likelihood
- scan data
- disease diagnosis
- marginal likelihood
- spatio temporal
- approximation error
- approximation algorithms
- spatial relations
- bayesian estimation
- bayesian learning
- spatial correlation
- spatial distribution
- gaussian process
- sparse approximation
- density estimation
- hierarchical structure