Publications (PURE)


Recent publications

2  (of 2 published available) for Centre for Research into Ecological & Environmental Modelling with keyword Approximate Bayesian inference clear keyword filter. (source: University of St Andrews PURE)
Please click title of any item for full details.

(Review article)
Spatial modeling with R-INLA
Haakon Bakka, HÃ¥vard Rue, Geir-arne Fuglstad, Andrea Riebler, David Bolin, Janine Baerbel Illian, Elias Krainski, Daniel Simpson, Finn Lindgren 
Keywords: Approximate Bayesian inference, Gaussian Markov random fields, Laplace approximations, Sparse matrices, Stochastic partial differential equations
2017 (3)

(Review article)
Bayesian computing with INLA
Haavard Rue, Andrea Riebler, Sigrunn H. Sørbye, Janine Baerbel Illian, Daniel P. Simpson, Finn K. Lindgren 
Keywords: Gaussian Markov random field, Laplace approximations, Approximate Bayesian inference, Latest Gaussian models, Numerical integration, Sparse matrices