Publications (PURE)

Publications

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.


Wiley Interdisciplinary Reviews: Computational Statistics
vol.Early View 
(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)
Annual Review of Statistics and its Application
vol.4 pp.395-421
(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